cvpr2015papers

DeepID-Net: Deformable Deep Convolutional Neural Networks for Object Detection
Ouyang, Wanli, Wang, Xiaogang, Zeng, Xingyu, Qiu, Shi, Luo, Ping, Tian, Yonglong, Li, Hongsheng, Yang, Shuo, Wang, Zhe, Loy, Chen-Change, Tang, Xiaoou

[pdf] [rank by tf-idf similarity to this]

[learning, visual, annotation, baseline, human, task, rejection, example, test, semantic, horse] [deep, layer, map, convolutional, pretraining, imagenet, learned, training, improves, rcnn, table, feature, size, output, learn, context, pooling, pretrain, contextual, pedestrian, cnn, net, better, class, neural, input, shared, train, arxiv, preprint, representation, generic, global, max, network] [object, detection, bounding, box, multiple, based, allowed] [model, deformation, deformable, approach, location, localization] [data, penalty, proposed, experimental, upper, det, denoted] [circular, figure, pattern, averaging, paper] [image, scheme, large]

Convolutional Neural Networks at Constrained Time Cost
He, Kaiming, Sun, Jian

[pdf] [rank by tf-idf similarity to this]

[involved, baseline, understanding] [convolutional, layer, stage, table, pooling, feature, training, accuracy, size, actual, stride, testing, neural, width, map, deep, network, imagenet, investigate, replacement, cnns, sppnet, deeper, previous, increased, smaller, replace, max, better, increase, gpu, augmentation, pool, increasing, replaced, pad, recognition, issue, subsampling, reported, trained] [cost, based, three, memory, series, detection] [model, depth, error, constrained, single, controlled, structure] [time, complexity, running, number, data, reduces, reduced, consider, theoretical, faster] [accurate, paper, commercial, second, pixel] [image, fast, compare, spatial, subsequent, preserve]

Modeling Local and Global Deformations in Deep Learning: Epitomic Convolution, Multiple Instance Learning, and Sliding Window Detection
Papandreou, George, Kokkinos, Iasonas, Savalle, Pierre-Andre

[pdf] [rank by tf-idf similarity to this]

[search, learning, work, set, system, baseline, instance, positive] [epitomic, network, deep, training, convolutional, layer, convolution, input, window, sliding, dcnn, imagenet, size, performance, output, stride, table, global, architecture, neural, epitome, map, response, dcnns, conv, loss, train, max, cnn, pascal, better, fully, accuracy, trous, trained, feature, standard, testing, pyramid, alternative, validation] [object, detection, multiple, score, bounding, box] [position, model, error, aspect, modeling, single, allows, full] [proposed, maximum, computation, data, algorithm] [ratio, small, figure] [image, scale, best, computing, region, invariance, spatial, large, local, rate]

End-to-End Integration of a Convolution Network, Deformable Parts Model and Non-Maximum Suppression
Wan, Li, Eigen, David, Fergus, Rob

[pdf] [rank by tf-idf similarity to this]

[set, system, learning, human, positive, prediction, perform, green, predicted] [loss, training, convolutional, convnet, dpm, network, root, input, layer, performance, train, feature, pascal, response, negative, trained, apply, def, hog, max, output, map, size, table, pyramid, voc, convolution, class, improves, deep, integrating, imagenet, structured, achieves, neural, discriminative, activation] [object, bounding, detection, box, appearance, cost, suppression, entire, online, three] [model, deformation, ground, deformable, location, joint] [note, assignment, function, form, machine] [figure, red, computer, ieee, relative] [image, view, spatial, applied, scale, person, well, region]

Taking a Deeper Look at Pedestrians
Hosang, Jan, Omran, Mohamed, Benenson, Rodrigo, Schiele, Bernt

[pdf] [rank by tf-idf similarity to this]

[test, set, learning, task, default, work, datasets] [pedestrian, training, caltech, alexnet, cifarnet, table, convnets, network, performance, convnet, convolutional, neural, squareschnftrs, trained, layer, previous, input, imagenet, validation, size, deep, decision, top, detector, scf, improves, additional, sdn, stride, better, architecture, acf, spatialpooling, window, reach, improvement, ldcf, feature, katamari, jointdeep, improve, pool, competitive, recognition, published, negative, max, pascal] [detection, proposal, object, iou, indicates, edgeboxes, recall] [kitti, model, provide] [data, method, number, consider] [quality, small, figure, ratio] [best, large, good, despite, image]

Is Object Localization for Free? - Weakly-Supervised Learning With Convolutional Neural Networks
Oquab, Maxime, Bottou, Leon, Laptev, Ivan, Sivic, Josef

[pdf] [rank by tf-idf similarity to this]

[supervised, weakly, learning, prediction, coco, visual, test, predict, search, work, dataset, unsupervised, label, indicating, instance, introduce] [network, training, convolutional, pascal, voc, input, output, window, table, neural, performance, architecture, class, recognition, supervision, map, fully, eak, adding, cnn, global, microsoft, layer, deep, train, sliding, extent, validation, size, trained, connected] [object, bounding, score, multiple, detection, box, complex, segmentation, localize, entire] [location, localization, cluttered, single, position, model, scene, procedure] [method, operation, note, form] [figure, presence, setup] [image, limited, illustrated, scale, area]

Convolutional Feature Masking for Joint Object and Stuff Segmentation
Dai, Jifeng, He, Kaiming, Sun, Jian

[pdf] [rank by tf-idf similarity to this]

[semantic, set, process, baseline, search, positive, domain, category] [feature, convolutional, stuff, cfm, table, pascal, training, voc, masking, design, network, layer, raw, sppnet, input, stochastic, spp, vgg, grass, apr, sgd, extracted, accuracy, pyramid, svm, validation, reported, selective, pooling, train, map, neural, cnn, deep, apply, fully, arxiv, rectangular, generic] [segment, segmentation, object, proposal, detection, based, candidate, combination, score, pursuit, iou, bounding, deterministic, generate, entire, mcg] [joint, single, model] [method, compact, binary, time] [figure, small, measured] [image, region, person, sampled, masked, spatial, impact]

Fully Convolutional Networks for Semantic Segmentation
Long, Jonathan, Shelhamer, Evan, Darrell, Trevor

[pdf] [rank by tf-idf similarity to this]

[semantic, prediction, learning, test, work, visual, vision, set] [convolutional, fully, training, output, net, layer, stride, input, pascal, deep, class, coarse, performance, loss, receptive, feature, architecture, voc, neural, learn, size, table, patchwise, learned, skip, convolution, trained, train, fcn, improvement, convnets, factor, tighe, effective, nii, convnet] [segmentation, detection, object] [model, inference, described, single, full, pixelwise] [computation, data, number, time, nonlinear, random, fusion, convergence, faster, bilinear] [figure, pixel, upsampling, produce, relative, computer, gupta] [image, dense, spatial, sampling, local, sift, upsampled, rate, gradient, fast]

Deformable Part Models are Convolutional Neural Networks
Girshick, Ross, Iandola, Forrest, Darrell, Trevor, Malik, Jitendra

[pdf] [rank by tf-idf similarity to this]

[work, visual, learning, baseline, describe, human, report, set] [dpm, pyramid, feature, level, pooling, map, max, cnn, deeppyramid, convolutional, hog, root, dpms, network, voc, deep, training, input, layer, convolution, performance, negative, neural, maxout, pascal, standard, output, cnns, implemented, trained, train, stride, table, learned, top] [object, detection, score] [model, deformable, inference, face, mixture] [method, equivalent, algorithm, function, construction, number, idea, case, sparse, call] [component, geometry, figure, second] [image, distance, transform, outperforms, implementation, computed, spatial, filter]

Pedestrian Detection Aided by Deep Learning Semantic Tasks
Tian, Yonglong, Luo, Ping, Wang, Xiaogang, Tang, Xiaoou

[pdf] [rank by tf-idf similarity to this]

[attribute, learning, hard, datasets, task, positive, semantic, existing, work, human, dataset] [pedestrian, deep, log, negative, shared, feature, learned, learn, channel, representation, effectiveness, eth, jointly, unshared, achieved, percent, hog, loss, cnn, jointdeep, improve, layer, tacnn, table, acf, caltech, trained, convolutional, network, training, performance, context, previous, road] [detection, multiple, background, including, segmentation, object] [scene, model, single, structure, tree, body, challenging, mixture, occlusion, deformable] [main, data, number, sample, binary, proposed, vector, reduces, denoted, function, matrix, projection] [figure, motion, second, vehicle, carefully, result, vertical, sky] [rate, outperforms, large, corresponding, image]

Deeply Learned Face Representations Are Sparse, Selective, and Robust
Sun, Yi, Wang, Xiaogang, Tang, Xiaoou

[pdf] [rank by tf-idf similarity to this]

[attribute, learning, people, selected, evaluate, test] [neural, deep, identity, activation, net, recognition, accuracy, layer, feature, activated, training, performance, learned, neuron, convolutional, representation, higher, standard, supervisory, discriminative, hidden, combining, inhibitory, excited, constantly, compared, excitatory, belonging, extracted, achieve, achieved, dropout] [three, moderate, distinguish, youtube, entire] [face, single, joint, occluded, occlusion] [binary, sparsity, block, original, random, sparse, code, number] [figure, robust, high, half, second, red, left, paper] [lbp, lfw, best, bayesian, comparison, histogram, image, remaining, large, distance, partial]

Fisher Vectors Meet Neural Networks: A Hybrid Classification Architecture
Perronnin, Florent, Larlus, Diane

[pdf] [rank by tf-idf similarity to this]

[supervised, unsupervised, learning, set, report, visual, perform, test, study, work, system] [hidden, architecture, layer, cnn, training, output, deep, feature, standard, fisher, bagging, convolutional, fvs, learned, hybrid, involves, intermediate, table, pascal, neural, recognition, augmentation, validation, reported, train, map, competitive, cnns, trained, simonyan, better, accuracy, challenge, learn, imagenet, itp] [multiple, object, cost] [error, model, single] [linear, number, kernel, proposed, dimensionality, data, case, random, reduction, vector, encoding, gmm, consider] [figure] [image, large, local, best, pca, rate, compare, retrieval, comparison, scale]

segDeepM: Exploiting Segmentation and Context in Deep Neural Networks for Object Detection
Zhu, Yukun, Urtasun, Raquel, Salakhutdinov, Ruslan, Fidler, Sanja

[pdf] [rank by tf-idf similarity to this]

[set, car, dog, bird, test, horse, scoring, evaluate, bottle, prediction, cat, semantic, exploit, learning, cow, boat] [segdeepm, feature, contextual, performance, pascal, table, voc, val, rcnn, class, additional, improvement, chair, train, map, network, detector, context, deep, training, achieves, segdpm, expanded, neural, trained, convolutional, better, top, layer, input, cnn, bus] [object, box, segmentation, detection, segment, bounding, candidate, score, recall, precision, appearance, cpmc, boost, indicates, hypothesis] [approach, model, current, inference, full] [curve, method, random, number, proposed, variable, order, iterative, note] [figure, small, accurate, plane, result] [person, image, best, grid, computed, well, choose, place, compute]

Saliency Detection by Multi-Context Deep Learning
Zhao, Rui, Ouyang, Wanli, Li, Hongsheng, Wang, Xiaogang

[pdf] [rank by tf-idf similarity to this]

[learning, visual, strategy, dataset, evaluation, prediction, task, work, datasets] [deep, context, global, xlc, convolutional, xgc, training, contemporary, neural, imagenet, network, input, cnn, feature, performance, arxiv, layer, preprint, jointly, map, connected, pcas, table, fully, clarifai, googlenet, learned, pretraining, padded] [saliency, object, detection, salient, contrast, segmentation, framework, based, superpixel, score, background, groundtruth, bounding, drfi, gbmr, objectness, ecssd, three, including] [model, modeling, approach, full, initialization, provide] [proposed, function] [figure, ieee] [image, local, scheme, region, outperforms, large]

Efficient Object Localization Using Convolutional Networks
Tompson, Jonathan, Goroshin, Ross, Jain, Arjun, LeCun, Yann, Bregler, Christoph

[pdf] [rank by tf-idf similarity to this]

[work, human, dataset, learning, set, perform, test, predicted, prediction, instance] [coarse, network, flic, pool, performance, input, convolution, pooling, architecture, convnet, relu, dropout, convolutional, feature, cascade, training, output, standard, layer, improve, table, trained, crop, heatmap, size, cropped, shoulder, maxpool, generalization, detector, accuracy, tompson, shared, sapp, train, toshev, spatialdropout] [detection, mpii, target, average] [model, joint, pose, wrist, location, localization, error, regression, cascaded, estimation, single, body, face, pck, elbow, yang] [normalized, time, number] [figure, high, small, pixel] [spatial, image, distance, scale, resolution, comparison]

Hypercolumns for Object Segmentation and Fine-Grained Localization
Hariharan, Bharath, Arbelaez, Pablo, Girshick, Ross, Malik, Jitendra

[pdf] [rank by tf-idf similarity to this]

[system, semantic, baseline, work, set, task, category, prediction, predict, probability, instance, evaluate, positive] [feature, hypercolumn, network, convolutional, heatmap, training, top, layer, pipeline, representation, apr, better, cnn, train, hypercolumns, architecture, output, table, map, performance, neural, cropped, expanded, upsample, trained, fully, hyp, deep, higher, combine, gain, apk] [bounding, box, detection, segmentation, score, object, overlap, multiple, based, segment, threshold, action] [location, pose, localization, estimation, reasoning, ground, point, described, starting, allows] [linear, vector, original] [figure, pixel, separate, optical, produce] [keypoint, grid, person, region, large, best, image, metric, neighborhood]

A Discriminative CNN Video Representation for Event Detection
Xu, Zhongwen, Yang, Yi, Hauptmann, Alex G.

[pdf] [rank by tf-idf similarity to this]

[latent, concept, med, prediction, positive, visual, collection, competition] [cnn, pooling, performance, medtest, fisher, representation, trecvid, convolutional, map, improved, table, feature, encoded, level, apply, layer, deep, better, training, achieves, spp, network, size, medeval, discriminative, standard, extracted, achieve, cosine, neural] [video, event, average, detection, frame, generate, utilize, complex, action, propose, multiple, multimedia, idt] [] [vector, encoding, dimension, original, proposed, linear, number, fusion, product, data, quantization, analysis] [figure, motion] [vlad, dense, local, best, large, spatial, descriptor, image, similarity, pca, good, comparison, nearest, impact]

Deep Roto-Translation Scattering for Object Classification
Oyallon, Edouard, Mallat, Stephane

[pdf] [rank by tf-idf similarity to this]

[supervised, unsupervised, learning, set, type] [network, deep, feature, training, layer, convolution, representation, caltech, convolutional, accuracy, class, neural, output, table, applying, size, computes, morlet, apply, cascade, build, larger, trained, pooling] [complex, object, performs, art, state, multiple] [prior, indexed, depth, rigid] [order, linear, orthogonal, data, gaussian, number, cifar, random, operator, algorithm, vector] [scattering, second, modulus, square, rotation, color, averaging, translation, removed, figure, angular, angle, small, computer, cascading] [image, wavelet, spatial, transform, computed, scale, geometric, invariant, dict, sift, separable, dictionary, stable, adapted, transforms, invariance, well]

The Treasure Beneath Convolutional Layers: Cross-Convolutional-Layer Pooling for Image Classification
Liu, Lingqiao, Shen, Chunhua, van den Hengel, Anton

[pdf] [rank by tf-idf similarity to this]

[visual, dataset, attribute, existing, indicator, report, create, describe, perform, style] [convolutional, layer, feature, pooling, performance, dcnn, table, representation, input, applying, pretrained, scfv, extracted, map, deep, better, training, neural, network, extracting, pooled, discriminative, achieves, regional, unit, combining, cnn, power, fully, connected, comparable, dcnns, pascal, issue] [object, multiple, extract, based] [scene] [method, proposed, vector, note, sign, encoding, computational, data, quantization, time, dimensionality, experiment, number] [ieee, directly, figure] [image, local, spatial, applied, best, comparison, corresponding, resolution, outperforms]

MatchNet: Unifying Feature and Metric Learning for Patch-Based Matching
Han, Xufeng, Leung, Thomas, Jia, Yangqing, Sukthankar, Rahul, Berg, Alexander C.

[pdf] [rank by tf-idf similarity to this]

[learning, set, evaluate, evaluation, dataset, work, positive, labeled] [feature, network, matchnet, training, convolutional, bottleneck, neural, representation, layer, performance, deep, better, size, input, output, accuracy, learned, trained, jointly, table, nsift, previous, pooling, standard, train, learn, fewer, notredame, negative, simonyan, achieves, learns, tower, recognition, convolution, response, fully] [average, generate, object, based, group] [error, approach, model, structure, point, quantized] [dimension, batch, number] [figure, stereo, robust, absolute] [metric, patch, matching, similarity, image, local, sift, descriptor, distance, rate, pair, difference, buffer, sampling, comparison, liberty, reservoir, gradient, best, sampler]

Recurrent Convolutional Neural Network for Object Recognition
Liang, Ming, Hu, Xiaolin

[pdf] [rank by tf-idf similarity to this]

[learning, visual, set, processing, existing, unsupervised, baseline] [recurrent, neural, rcnn, layer, cnn, convolutional, deep, feature, recognition, training, network, input, maxout, pooling, testing, context, table, unit, max, performance, architecture, rcl, fewer, better, dsn, size, connection, augmentation, global, increasing, output, receptive, achieved, dropout, grant, outperformed] [object, hierarchical, three, weight, dynamic, path] [model, error, depth, structure, current] [number, data, nin, machine, proposed, time, journal, mnist, note, lower, sparse, function] [conference, international, figure, computer, ieee, pattern] [comparison, image, recursive, local, benchmark, rate, large]

Scene Labeling With LSTM Recurrent Neural Networks
Byeon, Wonmin, Breuel, Thomas M., Raue, Federico, Liwicki, Marcus

[pdf] [rank by tf-idf similarity to this]

[labeling, learning, dataset, label, include, vision, processing, predicted, natural] [lstm, input, layer, class, neural, accuracy, recurrent, performance, size, feedforward, global, cnns, output, training, hidden, stanford, convolutional, network, context, deep, reported, learn, window, compared, feature, architecture, testing, road, grass, unbalanced, gate, higher, rcnns, contextual, improve, improved, table] [memory, long, target, background, segmentation, three, object] [scene, approach] [time, number, machine, third, block, note, random] [figure, pixel, computer, conference, ieee, frequency, pattern, international, flow, second, water, small] [image, large, sift, local, spatial, texture]

Beyond Short Snippets: Deep Networks for Video Classification
Yue-Hei Ng, Joe, Hausknecht, Matthew, Vijayanarasimhan, Sudheendra, Vinyals, Oriol, Monga, Rajat, Toderici, George

[pdf] [rank by tf-idf similarity to this]

[learning, dataset, work, process, human] [pooling, lstm, convolutional, network, layer, cnn, neural, feature, conv, recognition, googlenet, table, recurrent, better, training, performance, input, output, global, alexnet, learn, raw, accuracy, connected, architecture, deep, cnns, trained, fully, previous, compared, level, larger, gate, hidden, softmax, achieve] [video, frame, temporal, action, memory, slow, short, long, clip, late, average, capable, sequence, entire] [model, single, approach, performed] [method, number, time, order, proposed, data, lower, fusion] [optical, motion, flow, small, figure] [image, local, applied, rate, best]

Designing Deep Networks for Surface Normal Estimation
Wang, Xiaolong, Fouhey, David, Gupta, Abhinav

[pdf] [rank by tf-idf similarity to this]

[learning, work, task, understanding, dataset, set, prediction, predicting, vision, evaluate, label] [network, global, output, convolutional, input, coarse, performance, fully, connected, window, size, deep, table, apply, training, top, architecture, improve, layer, cnn, learn, better, sliding, structured, loss, cnns, neural, feature, ablative, conv] [edge, object, box, art, detection, state, complementary] [surface, normal, layout, room, scene, single, estimation, full, reasoning, model, approach, predicts, structure, depth, qualitative, capture, regression, indoor, occlusion] [fusion, data, note, form, problem] [figure, vanishing, computer, captured] [local, image, rate, well]

DEEP-CARVING: Discovering Visual Attributes by Carving Deep Neural Nets
Shankar, Sukrit, Garg, Vikas K., Cipolla, Roberto

[pdf] [rank by tf-idf similarity to this]

[attribute, label, instance, visual, learning, supervised, sad, weakly, test, search, set, dataset, prediction, correct, natural, predicting, fig, noun, entropy, sun, positive, task, predicted, weak, scenario, carve, ranking, vision] [training, deep, net, feature, loss, convolutional, layer, recognition, cnns, alexnet, softmax, sigmoid, neural, learn, setting, connected, better, class, architecture, input, cnn, fully] [multiple, object, indicates, precision, average, based] [provide, scene] [number, problem, consider, note, vector] [figure, computer, generally, presence, color] [image, best, cross]

Learning to Generate Chairs With Convolutional Neural Networks
Dosovitskiy, Alexey, Tobias Springenberg, Jost, Brox, Thomas

[pdf] [rank by tf-idf similarity to this]

[learning, set, knowledge, dataset, transfer, source, interesting, work, example, generation, unsupervised, label, manually] [network, feature, training, chair, deep, neural, convolutional, fully, connected, activating, intermediate, layer, performance, class, representation, size, top, stochastic, hidden, morphings, input, output, additional, activation, trained, rbms, architecture, neuron] [generate, generated, target, object, average, segmentation, combination, three] [generative, single, rgb, model, face, viewpoint, approach, allows, inference] [row, number, data, simply, method, gaussian] [figure, small, quality, second, optical, interpolation, interpolate, conference] [image, nearest, pair, large, keypoints, corresponding, spatial, variation, morphing, sift]

Learning to Compare Image Patches via Convolutional Neural Networks
Zagoruyko, Sergey, Komodakis, Nikos

[pdf] [rank by tf-idf similarity to this]

[positive, learning, dataset, test, set, baseline, evaluation, vision, variety] [network, layer, convolutional, neural, performance, input, training, size, architecture, decision, top, trained, feature, spp, simonyan, better, pooling, learn, deep, fully, connected, output, etal, outperform, relu, train, shared, increasing, notredame] [branch, cost] [error, depth, approach] [function, siam, case, mrf, proposed, number, basic] [stereo, figure, computer, ieee, pattern, central, directly, photometric, account] [image, siamese, patch, rate, similarity, false, comparing, descriptor, matching, spatial, local, corresponding, sift, true, consists, wide, computed, mser, computing, liberty, compare, yosemite, applied, benchmark]

Object Detection by Labeling Superpixels
Yan, Junjie, Yu, Yinan, Zhu, Xiangyu, Lei, Zhen, Li, Stan Z.

[pdf] [rank by tf-idf similarity to this]

[labeling, label, generation, set, semantic, category, system, learning, search, visual] [cnn, pascal, rcnn, performance, voc, imagenet, feature, better, deep, convolutional, neural, output, learned, sliding, training, pedestrian, arxiv, preprint, window, testing, belongs, map, cnns, trained, top, selective, layer, googlenet, improve, context, table, improvement] [detection, object, superpixel, cost, based, proposal, superpixels, appearance, bounding, recall, partition, segmentation, structural, weight, truth, generate, leading, score, overlap] [model, term, inference, face, ground, infer, current, scene, single] [method, data, proposed, number, energy, function, compact, problem] [result, smooth, small, ratio, paper, pixel, robust] [image, large, neighborhood]

Visual Saliency Based on Multiscale Deep Features
Li, Guanbin, Yu, Yizhou

[pdf] [rank by tf-idf similarity to this]

[visual, dataset, set, label, learning, existing, labeled, human] [cnn, feature, neural, deep, trained, map, network, training, connected, fully, convolutional, performance, extracted, output, achieves, rectangular, fed, imagenet, architecture, layer, recognition] [saliency, salient, recall, three, precision, multiscale, contrast, object, mdf, segmentation, based, drfi, multiple, score, attention, edge, hierarchical, bounding, box, detection, strength, entire, surrounding, including, truth, generate, msra, boundary, capable, extraction, background] [model, pixelwise, challenging, ground] [method, vector, number, respect, binary, proposed] [coherence, second, pixel] [image, region, spatial, well, considered, large, best, distance, comparison]

Scene Classification With Semantic Fisher Vectors
Dixit, Mandar, Chen, Si, Gao, Dashan, Rasiwasia, Nikhil, Vasconcelos, Nuno

[pdf] [rank by tf-idf similarity to this]

[semantic, embedding, natural, probability, semantics, vision, visual, sun, bag, embeddings, learning] [cnn, fisher, imagenet, feature, bos, convolutional, representation, extracted, mit, layer, recognition, retinotopic, table, multinomial, bof, log, network, class, trained, fully, performance, neural, global, better, indirect, implemented, highly, effective, map, connected, architecture, learned, smn] [object, based, localized] [scene, indoor, mixture, posterior, modeling] [space, vector, mapping, parameter, euclidean, denoted, encoding, linear, distribution, gaussian, dimensional, proposed, projection, problem] [figure, computer, ieee, conference, pattern, directly, direct] [image, patch, local, implementation, comparison, invariant, discriminant, invariance, best, pca, scale]

The Application of Two-Level Attention Models in Deep Convolutional Neural Network for Fine-Grained Image Classification
Xiao, Tianjun, Xu, Yichong, Yang, Kuiyuan, Zhang, Jiaxing, Peng, Yuxin, Zhang, Zheng

[pdf] [rank by tf-idf similarity to this]

[bird, dog, relevant, set, selected, work, dataset, search, visual, process, prediction, domain, learning, select] [cnn, feature, domainnet, level, training, pipeline, performance, accuracy, deep, convolutional, detector, trained, discriminative, network, weakest, advantage, better, class, testing, filternet, train, supervision, extractor, softmax, dpd, neural, selective, arxiv, achieves, preprint, learn] [attention, object, bounding, detection, score, box, based, group, extract, foreground, propose, three, utilize] [error, pose, step, provide, deformable, detailed] [method, cluster, proposed, data, clustering, selects] [figure, second, high, phase] [image, patch, best, large]

Deep LAC: Deep Localization, Alignment and Classification for Fine-Grained Recognition
Lin, Di, Shen, Xiaoyong, Lu, Cewu, Jia, Jiaya

[pdf] [rank by tf-idf similarity to this]

[bird, work, dataset, set, evaluate, category, system, semantic, label] [lac, accuracy, table, deep, vlf, neural, cnn, convolutional, network, performance, recognition, valve, training, previous, input, output, layer, subnetwork, connected, stage, feature, fully, achieved, module, follow, imagenet, representation] [bounding, object, localized, propose, three, box, extract, truth, lgt, framework, based, detection] [alignment, localization, head, body, template, model, location, linkage, error, ground, pose, aligned, term, joint] [function, method, expressed, form, update, case, denoted, objective, analysis] [figure, center, zhang, rotation] [image, large, comparison, similarity, region, major, best]

Deep Neural Networks Are Easily Fooled: High Confidence Predictions for Unrecognizable Images
Nguyen, Anh, Yosinski, Jason, Clune, Jeff

[pdf] [rank by tf-idf similarity to this]

[human, dataset, natural, test, recognize, label, vision, diversity, set, learning, visual, prediction, tend, perform] [dnns, dnn, imagenet, class, cppn, unrecognizable, evolutionary, neural, trained, recognizable, training, fooling, fooled, deep, discriminative, evolved, fool, input, evolving, learn, recognition, learned, evolve, imperceptible, convolutional, arxiv, preprint, encoded, suggests, network, performance, negative, larger, belonging] [evolution, target, score, three, generated] [model, independent, generative] [mnist, easily, ascent, encoding, optimization, repeated] [produce, high, figure, produced, median, computer, small, directly, result, pattern, ieee, conference, producing] [image, gradient, regular, well, match]

From Image-Level to Pixel-Level Labeling With Convolutional Networks
Pinheiro, Pedro O., Collobert, Ronan

[pdf] [rank by tf-idf similarity to this]

[weakly, supervised, vision, learning, dataset, test, label, set, semantic, task, probability, system, instance, datasets, bird] [class, pascal, training, voc, smoothing, convolutional, trained, feature, cnn, output, imagenet, recognition, table, network, layer, overfeat, compared, neural, performance, input, fully, size, architecture, achieved, train, lse, cnns] [segmentation, object, score, bounding, box, detection, three, weight, average, background, based, multiple, precision] [model, prior, approach, inference, rgb] [consider, data, proposed, number, algorithm, extra, problem] [conference, computer, pixel, ieee, pattern, figure, international] [image, aggregation, large, considered, compare, false, well]

Material Recognition in the Wild With the Materials in Context Database
Bell, Sean, Upchurch, Paul, Snavely, Noah, Bala, Kavita

[pdf] [rank by tf-idf similarity to this]

[dataset, minc, test, stone, click, learning, wood, set, foliage, category, work, example, plastic, tile, predict, flickr, evaluate, carpet, convert] [cnn, accuracy, training, alexnet, recognition, opensurfaces, class, googlenet, convolutional, train, fmd, crf, table, cnns, context, trained, sliding, fully, smaller, size, input, larger, network, neural, connected, wallpaper, better, houzz, improve, polished, deep] [segmentation, average, recognizing, object] [full, scene, prior, single, mirror] [data, range, experiment, number, pairwise, method] [material, figure, water, fabric, paper, sky, high, total, glass] [patch, image, best, database, scale, large, dense, spatial, sift]

Going Deeper With Convolutions
Szegedy, Christian, Liu, Wei, Jia, Yangqing, Sermanet, Pierre, Reed, Scott, Anguelov, Dragomir, Erhan, Dumitru, Vanhoucke, Vincent, Rabinovich, Andrew

[pdf] [rank by tf-idf similarity to this]

[learning, work, vision, visual] [conv, inception, network, deep, convolutional, layer, architecture, neural, googlenet, maxpool, increase, ilsvrc, imagenet, size, performance, table, pooling, output, depthconcat, larger, suggests, challenge, training, higher, increasing, ensemble, max, top, pool, trained, accuracy, connected, improved, compared, previous, increased, stage, expensive, dropout, auxiliary, validation, design, highly] [detection, object, bounding, box, based, average] [model, approach, current, single, localization, error, inference, structure, depth, allows] [number, sparse, computational, data, linear, order, main, reduction, optimal, matrix, problem, construction] [computer, figure, quality, result] [image, large, well, dense, external, rate, region]

A Dynamic Convolutional Layer for Short Range Weather Prediction
Klein, Benjamin, Wolf, Lior, Afek, Yehuda

[pdf] [rank by tf-idf similarity to this]

[learning, dataset, prediction, vision, set] [layer, convolutional, convolution, network, input, feature, cnn, radar, output, kij, previous, size, passed, architecture, neural, deep, learned, map, training, loss, computes, applying, validation, performance, tel, arxiv, preprint, recognition, multiplicative, global, max, aviv, softmax, stride, connected, generalization, rain, fully, compared] [dynamic, based, sequence, three, short, frame, forward, contrast] [error, regression, model] [weather, function, sample, order, linear, method, vector, pass, range, euclidean] [conventional, figure, computer, motion, conference, center, color, result, second, ieee, pattern] [image, patch, computed, gradient, synthesis, applied, represents, best, performing, comparison]

Deep Filter Banks for Texture Recognition and Segmentation
Cimpoi, Mircea, Maji, Subhransu, Vedaldi, Andrea

[pdf] [rank by tf-idf similarity to this]

[dataset, datasets, example, msrc, evaluation, domain, learning, visual, vision, set, contribution, collected, cub] [recognition, convolutional, cnn, performance, pooling, better, mit, deep, accuracy, pascal, fmd, dtd, orderless, extracted, trained, improves, cnns, network, size, layer, voc, input, crisp, imagenet, table, categorisation, advantage, pooled, technical, feature, fully, comparable] [segmentation, object, recognizing, performs] [indoor, scene, approach, shape, model, fact] [method, number, data, acc, vector, analysis, order] [material, computer, paper] [texture, image, region, best, descriptor, local, applied, sift, corresponding, well, large, computed]

DeepEdge: A Multi-Scale Bifurcated Deep Network for Top-Down Contour Detection
Bertasius, Gedas, Shi, Jianbo, Torresani, Lorenzo

[pdf] [rank by tf-idf similarity to this]

[human, predict, learning, vision, prediction, perform, dataset] [contour, convolutional, architecture, feature, network, layer, pooling, deep, knet, input, table, trained, bifurcated, training, accuracy, achieves, train, labelers, negative, deepedge, neural, size, higher, recognition, fully, combining] [detection, object, branch, edge, candidate, average, multiple, extract, generate, considering, three, precision, truth] [regression, approach, point, ground, single] [method, number, note] [center, high, figure, pattern, computer, produced, small, second, ieee, presence, produce] [image, fraction, computed, patch, false, scale, marked]

FaceNet: A Unified Embedding for Face Recognition and Clustering
Schroff, Florian, Kalenichenko, Dmitry, Philbin, James

[pdf] [rank by tf-idf similarity to this]

[set, embedding, learning, test, personal, hard, select, positive, work, labeled, embeddings] [inception, loss, training, performance, network, table, triplet, deep, recognition, accuracy, size, convolutional, standard, architecture, input, negative, pooling, val, smaller, trained, layer, reported, representation, reduce, margin, identity, output, bottleneck, achieve, achieves, improve, cnn] [based, online, employ] [face, model, error, approach] [method, number, clustering, batch, data, order, space, dimensionality, reduced, compact] [figure, directly, squared, small, paper, clear] [distance, image, rate, large, lfw, false, well, accept, pair, anchor, person]

Rotating Your Face Using Multi-Task Deep Neural Network
Yim, Junho, Jung, Heechul, Yoo, ByungIn, Choi, Changkyu, Park, Dusik, Kim, Junmo

[pdf] [rank by tf-idf similarity to this]

[task, set, learning, vision, novel, written, test, dataset] [layer, input, recognition, connected, output, fully, identity, dnn, deep, multitask, feature, setting, pooling, frontal, table, cpf, performance, neural, training, auxiliary, multipie, size, extracted, cpi, better, network, designed, previous, convolutional, prepared] [target, path, weight, cost, generated] [face, pose, model, single, described, controlled] [code, main, experiment, proposed, arbitrary, function, method, original, parameter, space, avg] [figure, illumination, second, ieee, computer, conference, preserving, result, desired, pattern, changed, high, produced, international] [image, remote, locally, represents, change, best, equal, rate, preserve, demonstrate, construct, gallery, invariant]

Web-Scale Training for Face Identification
Taigman, Yaniv, Yang, Ming, Ranzato, Marc'Aurelio, Wolf, Lior

[pdf] [rank by tf-idf similarity to this]

[set, learning, dataset, open, vision, transfer, closed, system, bootstrapping, link, datasets, labeled, randomly, baseline, task, protocol, perform, selected, domain, report] [representation, training, performance, recognition, deep, network, layer, trained, convolutional, accuracy, neural, dir, table, larger, input, feature, bottleneck, deepface, train, learn, softmax, architecture, better] [three, bootstrapped, based] [face, initial, single, model] [norm, order, linear, random, vector, method, compressed, data, number, lower, underlying, dimensionality, note, selection] [computer, figure, commercial, ieee, directly, measured, clear] [lfw, large, image, well, benchmark, gallery, scale, similarity, best, internal, unconstrained]

Long-Term Recurrent Convolutional Networks for Visual Recognition and Description
Donahue, Jeffrey, Anne Hendricks, Lisa, Guadarrama, Sergio, Rohrbach, Marcus, Venugopalan, Subhashini, Saenko, Kate, Darrell, Trevor

[pdf] [rank by tf-idf similarity to this]

[visual, description, learning, language, sentence, vision, natural, generation, caption, human, semantic, evaluation, system, prediction] [lstm, input, convolutional, deep, lrcn, recognition, recurrent, neural, architecture, hidden, crf, learn, network, decoder, table, cnn, lstms, training, representation, output, arxiv, previous, preprint, gate, max, unit, rnn, convnet, timestep, feature, layer] [video, temporal, sequence, activity, state, memory, complex, average, based, action, frame, three, perceptual] [model, sequential, described, rgb, single, approach, current] [time, machine, proposed, base, data, number, variable, vector] [length, figure, translation, directly, stack] [image, cell, outperforms, retrieval, encoder]

Improving Object Detection With Deep Convolutional Networks via Bayesian Optimization and Structured Prediction
Zhang, Yuting, Sohn, Kihyuk, Villegas, Ruben, Pan, Gang, Lee, Honglak

[pdf] [rank by tf-idf similarity to this]

[search, set, learning, visual, baseline, test, evaluation, report, positive] [structured, fgs, cnn, performance, voc, selective, map, deep, svm, pascal, training, structobj, convolutional, neural, trained, optimum, table, improvement, train, max, loss, global, feature, better, standard, layer, higher, output, recognition, negative, network, detector] [bounding, detection, object, iou, box, score, framework, truth, based, multiple, entire, propose] [localization, ground, regression, model, supplementary, initial, single] [proposed, optimization, algorithm, function, method, number, objective, random, machine, problem, arg, analysis, computational, gaussian, maximum, distribution, solution] [figure, high, accurate] [local, image, region, bayesian, large, good]

Feedforward Semantic Segmentation With Zoom-Out Features
Mostajabi, Mohammadreza, Yadollahpour, Payman, Shakhnarovich, Gregory

[pdf] [rank by tf-idf similarity to this]

[semantic, work, set, learning, label, labeling, category, include, common, vision, nature, dataset] [feature, voc, accuracy, convolutional, level, loss, table, neural, network, class, architecture, training, structured, performance, arxiv, preprint, global, pooling, feedforward, train, size, better, layer, subscene, fully, additional, val, convnet, context, distant, extracted, recognition, receptive, deep, compared] [segmentation, superpixel, superpixels, object, background, complex, detection, iou, state, con, evidence] [scene, approach, capture, single, model, full, ground] [main, vector, data, machine, number, original, method, asymmetric] [figure, color, small, pixel, computer] [image, computed, local, region, expect, large, despite, applied]

Beyond Frontal Faces: Improving Person Recognition Using Multiple Cues
Zhang, Ning, Paluri, Manohar, Taigman, Yaniv, Fergus, Rob, Bourdev, Lubomir

[pdf] [rank by tf-idf similarity to this]

[set, people, test, dataset, photo, learning, task, vision, instance, example, subset, clothing, facebook, system, prediction, label, flickr, existing] [recognition, identity, performance, training, global, frontal, poselet, deep, train, trained, validation, feature, piper, accuracy, cnn, table, poselets, deepface, convolutional, top, svm, public, combining, album, network, krizhevsky, layer, neural] [three, multiple, bounding, recognizing, score] [face, pose, model, split, body, full, head] [method, number, sparsity, proposed, vector, problem] [figure, computer, conference, pattern, second, high, equation, robust] [person, image, compute, large, metric, consists, invariant, well, unconstrained]

Deep Multiple Instance Learning for Image Classification and Auto-Annotation
Wu, Jiajun, Yu, Yinan, Huang, Chang, Yu, Kai

[pdf] [rank by tf-idf similarity to this]

[learning, instance, keywords, visual, dmil, supervised, annotation, weakly, dataset, keyword, system, vision, search, mil, bag, label, web, popular, returned, perform, unsupervised, relevant, task] [deep, pascal, table, voc, neural, convolutional, mit, learn, representation, network, layer, feature, fully, performance, training, recognition, jointly, connected, log, dnn, hidden, accuracy, achieves, baidu, apply, train, effective] [multiple, object, framework, including, segmentation, average, extract] [scene, indoor, joint, provide] [number, data, note, proposed, exp, vector, method, sample] [figure, assumption, traditional, high, property] [image]

Predicting Eye Fixations Using Convolutional Neural Networks
Liu, Nian, Han, Junwei, Zhang, Dingwen, Wen, Shifeng, Liu, Tianming

[pdf] [rank by tf-idf similarity to this]

[visual, dataset, learning, set, datasets, human, predict, novel, positive, natural, vision, predicting] [layer, fixation, col, learned, convolutional, training, network, learn, feature, mit, performance, testing, deep, size, toronto, input, edn, neural, cerf, trained, shuffled, map, architecture, activation, raw, learns, better, rescaled, convolution] [saliency, eye, three, based, hierarchical, auc, detection, contrast, video, average, extract, multiple, score, considering, judd] [model] [proposed, gaussian, number, optimal, data, linear, coding, sparse, original, third] [figure, ieee, center, second, blur, pattern] [image, early, best, corresponding, benchmark]

Sparse Convolutional Neural Networks
Liu, Baoyuan, Wang, Min, Foroosh, Hassan, Tappen, Marshall, Pensky, Marianna

[pdf] [rank by tf-idf similarity to this]

[learning, work] [convolutional, network, layer, input, neural, accuracy, fully, convolution, performance, connected, reduce, output, feature, achieve, table, redundancy, higher, cnn, smaller, trained, size, deep, drop, training, previous, cpu, actual, cascade, achieved, loss, highly, apply] [object, detection, average, based, memory, divided, propose, decompose] [model, percentage, performed] [sparse, matrix, multiplication, time, sparsity, number, speedup, kernel, method, original, running, algorithm, theoretical, decomposition, row, cache, loading, column, code, scnn, linear, tensor, basis, avx, complexity, data] [figure, small, second, international, high, conference, total, computer] [dense, large, comparison, overhead, pca, image]

From Captions to Visual Concepts and Back
Fang, Hao, Gupta, Saurabh, Iandola, Forrest, Srivastava, Rupesh K., Deng, Li, Dollar, Piotr, Gao, Jianfeng, He, Xiaodong, Mitchell, Margaret, Platt, John C., Lawrence Zitnick, C., Zweig, Geoffrey

[pdf] [rank by tf-idf similarity to this]

[word, set, human, language, caption, system, sentence, visual, generation, evaluation, text, coco, bleu, learning, test, semantic, dmsm, mil, generating, multimodal, novel, dataset, probability, automatic, meteor, common, work, instance, predicted, entropy, selected, search, process, attribute, pplx, randomly, report] [training, neural, deep, table, microsoft, convolutional, map, representation, performance, feature, cnn, better, network, top, validation, global, train, response, fully, detector, arxiv, speech, previous, preprint, alexnet] [score, precision, multiple, based, bounding, generated, likelihood, object, detection, three] [model, approach, detected, conditioned] [data, maximum, vector, machine] [figure, quality, length] [image, similarity, corresponding, compare, compute]

Recognize Complex Events From Static Images by Fusing Deep Channels
Xiong, Yuanjun, Zhu, Kai, Lin, Dahua, Tang, Xiaoou

[pdf] [rank by tf-idf similarity to this]

[visual, vision, human, dataset, semantic, learning, work, web, people, understanding, search, process, dedicated, set, exploit, strategy, novel] [recognition, deep, convolutional, channel, representation, accuracy, cnn, training, map, performance, layer, compared, size, class, feature, network, table, neural, capturing, capability] [event, object, detection, bounding, recognizing, complex, framework, multiple, key, appearance, three, action, propose, static] [scene, face, detected, capture, model, fused, represent, project] [method, analysis, machine, proposed] [computer, ieee, figure, pattern, conference, international, directly, second, comprised] [spatial, large, image, dense, june]

Detector Discovery in the Wild: Joint Multiple Instance and Representation Learning
Hoffman, Judy, Pathak, Deepak, Darrell, Trevor, Saenko, Kate

[pdf] [rank by tf-idf similarity to this]

[labeled, weakly, learning, set, weak, category, positive, annotated, instance, mined, discovered, latent, visual, mil, label, domain, discovery, dataset, supervised, transfer, lsda, source, include, example, scoring] [representation, feature, auxiliary, training, detector, previous, learn, jointly, performance, cnn, train, standard, generic, top, learned, negative, convolutional, imagenet, neural, recognition, map, deep, table, effective, better, network] [detection, strong, object, bounding, box, multiple, precision, interest] [model, joint, initial, localization, initialization] [data, algorithm, optimize, optimization, method, space, problem, min, alternating] [figure, produce, equation] [image, large, outperforms, region, initializing, patch, well]

Matching-CNN Meets KNN: Quasi-Parametric Human Parsing
Liu, Si, Liang, Xiaodan, Liu, Luoqi, Shen, Xiaohui, Yang, Jianchao, Xu, Changsheng, Lin, Liang, Cao, Xiaochun, Yan, Shuicheng

[pdf] [rank by tf-idf similarity to this]

[human, label, semantic, annotated, probability, learning, clothing, work, processing, dataset, test, corpus, bag] [convolutional, knn, parsing, feature, input, paperdoll, training, testing, map, gkl, layer, performance, network, cnn, neural, deep, yamaguchi, skirt, designed, better, transferred, architecture, tkl, achieve, hat, loss, smoothing, train, nonparametric, table, arxiv] [based, path, superpixel, segmentation, object, foreground, framework, detection, score, three, average, generated] [single, model, pose, capture, scene, face] [proposed, number, method, data, kernel] [parametric, estimate, component, figure, absolute] [image, matching, cross, region, matched, calculated, pair, rate, retrieved, corresponding, well]

Deep Hierarchical Parsing for Semantic Segmentation
Sharma, Abhishek, Tuzel, Oncel, Jacobs, David W.

[pdf] [rank by tf-idf similarity to this]

[semantic, parse, visual, label, learning, labeled, dataset, help, labeling] [rcpn, network, training, feature, bypass, loss, neural, combiner, contextual, daimler, context, cnn, layer, previous, parsing, stanford, deep, better, performance, table, categorizer, mapper, wdec, gcom, decombiner, stronger, refers, ppa, learn, root, referred] [segmentation, node, three, iou, background, utilize, mca, hierarchical, based, entire, propose] [error, tree, model, scene, structure, initial, provide, urban] [random, mrf, proposed, problem, number, order, binary, original] [ieee, figure, enhanced, signal, flow, pixel] [image, internal, sift, propagation, gradient, recursive, parent]

DevNet: A Deep Event Network for Multimedia Event Detection and Evidence Recounting
Gan, Chuang, Wang, Naiyan, Yang, Yi, Yeung, Dit-Yan, Hauptmann, Alex G.

[pdf] [rank by tf-idf similarity to this]

[learning, dataset, evaluation, positive, label, med, task, human, visual, work] [deep, convolutional, feature, training, layer, apply, recognition, cnn, shallow, cnns, imagenet, network, class, level, trecvid, discriminative, improved, table, map, representation, higher, neural, compared] [event, key, detection, video, recounting, minndc, devnet, saliency, evidence, multimedia, temporal, frame, action, localize, score, average, based, complex, trajectory, object, framework, detecting] [approach, model, single, scene, described, localization] [vector, data, number, rank, pass, proposed] [figure, pixel, informative, vehicle, quality, computer] [spatial, image, large, rate, dense]

Understanding Image Representations by Measuring Their Equivariance and Equivalence
Lenc, Karel, Vedaldi, Andrea

[pdf] [rank by tf-idf similarity to this]

[learning, visual, set, task, cat, example] [equivariant, hog, feature, convolutional, representation, learned, deep, cnn, layer, input, performance, equivariance, structured, lexn, training, regulariser, table, neighbourhood, learn, map, lcs, loss, trained, better, size, neural, shallow, output, compensated, generic] [] [regression, error, reconstruction, pose, structure, fact] [mapping, equivalence, data, sparsity, permutation, linear, number, case, sparse, experiment, method, original, objective, problem, empirically] [rotation, figure, vertical, horizontal, small, second, translation, stitching, direct] [image, transformation, invariant, invariance, local, corresponding, good, geometric, distance]

Shape Driven Kernel Adaptation in Convolutional Neural Network for Robust Facial Traits Recognition
Li, Shaoxin, Xing, Junliang, Niu, Zhiheng, Shan, Shiguang, Yan, Shuicheng

[pdf] [rank by tf-idf similarity to this]

[adaptation, learning, trait, evaluation, indicated, automatically] [convolutional, cnn, subnetworks, recognition, deep, network, age, feature, multipie, architecture, webface, conduct, subnetwork, learned, neural, learn, morph, convolve, stage, trained, performance, alexnet, representation, layer, input, additional, pool, better, setting, global, deepface, convolution, accuracy] [adaptive, multiple, propose, appearance, generate, based, three] [face, facial, shape, gender, pose, estimation, structure, expression, driven, landmark, model] [kernel, method, proposed, function, fusion, optimization, note, normalized, data, element, idea, denoted, random] [robust, figure, real] [local, image, database, patch, corresponding, comprehensive, variation, large, texture]

Neuroaesthetics in Fashion: Modeling the Perception of Fashionability
Simo-Serra, Edgar, Fidler, Sanja, Moreno-Noguer, Francesc, Urtasun, Raquel

[pdf] [rank by tf-idf similarity to this]

[fashionability, post, user, clothing, fashion, dataset, type, latent, work, predicting, fashionable, pastel, semantic, prediction, casual, enp, style, refer, predict, dress, sentiment, los, analyze, perform, personal, going, country, ethnicity, people, garment, example] [table, feature, crf, learn, network, deep, output, class, improve, setting, map, hidden, performance, neural, input] [online, segmentation, individual, strong] [model, scene, current, social, dominant, unary, location, face, reader] [number, order, analysis, pairwise, random, note, cluster, time] [black, figure, high, photograph, small, blue] [image, large, well, person, visualization, scale, compute, consists]

Show and Tell: A Neural Image Caption Generator
Vinyals, Oriol, Toshev, Alexander, Bengio, Samy, Erhan, Dumitru

[pdf] [rank by tf-idf similarity to this]

[word, description, language, sentence, human, bleu, set, natural, datasets, report, nic, ranking, evaluation, visual, work, generation, vision, task, learning, mscoco, embeddings, embedding, system, text, generating, transfer, dataset, describing, test, example, sbu, probability, flickr, novel, evaluating] [training, neural, lstm, input, recurrent, trained, size, network, rnn, table, gate, log, cnn, deep, pascal, better, performance, output, advantage, fed, convolutional, representation] [generated, memory, generate, score, sequence, based, likelihood] [model, approach, current, provide] [data, machine, time, case, number] [translation, figure, computer, generates, quality] [image, well, large, best, cell, metric]

Integrating Parametric and Non-Parametric Models For Scene Labeling
Shuai, Bing, Wang, Gang, Zuo, Zhen, Wang, Bing, Zhao, Lifan

[pdf] [rank by tf-idf similarity to this]

[labeling, label, learning, semantic, vision, transfer, set, visually, natural, work] [global, cnn, feature, belief, class, convolutional, context, neural, network, table, recognition, better, discriminative, learned, training, stanford, cnns, size, performance, accuracy, achieved, fed, integrating, nonparametric, input, road, deep, siftflow, sand, reported, learn, parsing, achieve, layer, pooling, softmax] [based, likelihood, background, integration, average, object, final] [scene, model, potential, estimation, building, sea, pose] [energy, function, method, clique, denotes, data] [computer, pixel, ieee, conference, pattern, figure, result, parametric, presented, equation, international, frequency, sky] [local, image, nearest, metric, large, sift, distance, spatial, comparison]

On the Relationship Between Visual Attributes and Convolutional Networks
Escorcia, Victor, Carlos Niebles, Juan, Ghanem, Bernard

[pdf] [rank by tf-idf similarity to this]

[attribute, visual, work, relationship, vision, learning, recognize, tend, semantic, encode, existence, furry, dataset, focus, understanding, predict, set, centric, shiny, pink, green, orange, european] [acns, recognition, convolutional, trained, layer, acn, performance, deep, imagenet, network, neural, discriminative, representation, accuracy, ablated, learn, top, conv, wet, brown, activation, wooden, learned, feature, metallic, striped] [object, average, correlation, group, long, based] [percentage, model, rough] [sparse, number, sparsity, normalized, matrix, solution, solving, round] [figure, computer, conference, pattern, high, yellow, small, blue, ieee, red, white, black] [image, well, roc, large]

Evaluation of Output Embeddings for Fine-Grained Image Classification
Akata, Zeynep, Reed, Scott, Walter, Daniel, Lee, Honglak, Schiele, Bernt

[pdf] [rank by tf-idf similarity to this]

[embeddings, learning, embedding, text, unsupervised, awa, semantic, word, label, supervised, soa, sje, cub, wikipedia, corpus, bird, human, attribute, test, wordnet, highest, cmb, visual, labeled, ranking, unlabeled, evaluate, glove, prediction, appear, work, annotation, correspond, perform, goog, set] [output, input, class, combining, training, accuracy, structured, context, learn, deep, learned, build, improve, improves, table, performance, recognition, window, better, size, neural, cnn, network, convolutional, standard] [hierarchical, combination, framework, obtains, target, cost, multiple] [joint, model, continuous] [data, vector, binary, objective, method, number] [computer] [image, large, similarity, compatibility, best, vocabulary, hierarchy, distance]

Deep Hashing for Compact Binary Codes Learning
Erin Liong, Venice, Lu, Jiwen, Wang, Gang, Moulin, Pierre, Zhou, Jie

[pdf] [rank by tf-idf similarity to this]

[learning, unsupervised, supervised, set, semantic, visual, search, dataset, existing] [deep, learn, learned, top, training, layer, network, feature, map, compared, discriminative, neural, table, loss, performance, output, convolutional, grant] [recall, precision, three, object, multiple, hierarchical] [approach, term, model, independent] [hashing, binary, sdh, method, proposed, kmh, hamming, pcah, splh, compact, bre, sample, lsh, itq, mlh, projection, vector, nonlinear, minimizing, function, objective, time, original, number, seek, singapore, quantization, basic, mnist, algorithm, row] [spherical, figure, second, presented] [image, large, computed, query, retrieved, gradient, outperforms, gallery]

An Improved Deep Learning Architecture for Person Re-Identification
Ahmed, Ejaz, Jones, Michael, Marks, Tim K.

[pdf] [rank by tf-idf similarity to this]

[set, learning, positive, test, summary, novel, labeled, report, visual, work, hard] [network, feature, layer, deep, input, architecture, negative, size, training, previous, convolution, convolutional, tied, performance, max, fully, connected, learned, passed, fpnn, trained, learn, map, smaller, identification, response, accuracy, representation, softmax] [state, art, performs] [model, approach, body] [data, method, rank, analysis, problem] [figure, small, ieee, computer, pattern, conference, presented] [neighborhood, person, image, metric, difference, patch, large, pair, local, rate, compare, viper, similarity, esdc, computed, sdalf, outperforms, itml, compute, kissme]

Understanding Deep Image Representations by Inverting Them
Mahendran, Aravindh, Vedaldi, Andrea

[pdf] [rank by tf-idf similarity to this]

[visual, natural, understanding, amount, interesting, learning, study, subset] [hog, deep, neural, cnn, inversion, dsift, representation, network, cnns, standard, invert, table, regulariser, layer, loss, inverting, convolutional, imagenet, shallow, compared, implemented, hoggle, feature, max, binning, larger, learned, increasing, apply] [average, based, viewed, apparent] [reconstruction, error, model, qualitative, prior] [method, euclidean, analysis, function, problem, code, bilinear, norm, linear, algorithm, note, objective, original, normalized, regularization] [figure, inverse, technique, paper, reconstructing, requires, direct, ieee, derivative] [image, gradient, local, best, sift, applied, computing, contained, cell, reference, large]

Combining Local Appearance and Holistic View: Dual-Source Deep Neural Networks for Human Pose Estimation
Fan, Xiaochuan, Zheng, Kang, Lin, Yuewei, Wang, Song

[pdf] [rank by tf-idf similarity to this]

[human, set, selected, learning, dataset, include, select] [testing, training, convolutional, input, flic, cnn, performance, heatmap, layer, tompson, deep, better, sliding, neural, output, size, combine, loss, network] [object, detection, appearance, based, likelihood, average, three, indicates, multiple, including, performs, proposal] [joint, pose, body, estimation, lsp, model, holistic, graphical, localization, location, pdj, detected, full, deeppose, visible, limb, single, pictorial, located, pcp, johnson, capture] [method, proposed, normalized, number, upper] [figure, left, developed, estimating, computer] [image, patch, local, comparison, distance, construct, view, spatial, large, rate]

DeepContour: A Deep Convolutional Feature Learned by Positive-Sharing Loss for Contour Detection
Shen, Wei, Wang, Xinggang, Wang, Yan, Bai, Xiang, Zhang, Zhijiang

[pdf] [rank by tf-idf similarity to this]

[learning, dataset, positive, set, natural, label, work, selected, versus, human, supervised, semantic, labeled, probability] [contour, deep, feature, loss, cnn, convolutional, learned, class, training, layer, neural, softmax, learn, performance, nyud, discriminative, negative, standard, output, architecture, network, generalization, structured, log, setting, apply, better, belongs, table, explore, unit, effective, size] [detection, object, edge, segmentation, truth, partition, based, background, contrast] [shape, ground, model, forest] [data, function, parameter, proposed, method, problem, binary, clustering, number, sparse, code] [pattern, ieee, figure, result, computer, color] [image, patch, local, gradient, cross, sketch]

Mid-Level Deep Pattern Mining
Li, Yao, Liu, Lingqiao, Shen, Chunhua, van den Hengel, Anton

[pdf] [rank by tf-idf similarity to this]

[visual, mining, association, set, rule, discovered, discovery, dataset, discover, process, category, work, natural, baseline, representativeness, positive, test, outperforming, item] [cnn, activation, training, discriminative, pooling, feature, mdpm, table, neural, convolutional, performance, recognition, deep, max, representation, appealing, mit, pascal, voc, conf, detector, accuracy, suppmin, scfvc, ensemble, extracted, class, previous, apply, train, frequent] [object, target, based, bounding, box, detection, merging] [approach, indoor, scene, current] [element, number, proposed, algorithm, encoding, min, largest, method, linear] [pattern, ieee, transaction, figure, high] [image, large, patch, corresponding, vlad, local]

Deep Transfer Metric Learning
Hu, Junlin, Lu, Jiwen, Tan, Yap-Peng

[pdf] [rank by tf-idf similarity to this]

[learning, transfer, domain, source, dataset, set, knowledge, visual, labeled, supervised, label, datasets, unlabeled, subject, exploit, positive] [deep, top, layer, training, discriminative, network, recognition, feature, performance, neural, hidden, better, output, table, accuracy, testing, loss, learned, learn, activation, convolutional, designed] [target, hierarchical, qij, deeply] [face] [method, proposed, function, nonlinear, data, distribution, linear, objective, vector, sample, experimental, subspace, problem, machine] [captured, figure, assume] [metric, dtml, person, caviar, viper, distance, lij, lji, dstml, lfw, image, lsi, lti, rate, mth, wdref, computed, stml, compute, pij, applied, large, ddml, similarity, difference, htj]

Viewpoints and Keypoints
Tulsiani, Shubham, Malik, Jitendra

[pdf] [rank by tf-idf similarity to this]

[prediction, task, predicted, vision, predict, instance, set, human, evaluate, annotated, evaluation, correct, car, system] [performance, convolutional, table, global, cnn, training, train, network, architecture, setting, pascal, neural, output, generic, response, layer, voc, restricted, size, class, improve, trained, feature, xiang, loss, recognition] [object, detection, based, appearance, likelihood, bounding, multiscale, box, propose, truth] [viewpoint, pose, estimation, error, model, approach, conditioned, localization, capture, euler, ground, occluded, described] [method, analysis, denote, note, number, problem] [computer, ieee, pattern, conference, rotation, small, figure] [keypoint, keypoints, local, corresponding, well, image, metric]

Hyper-Class Augmented and Regularized Deep Learning for Fine-Grained Image Classification
Xie, Saining, Yang, Tianbao, Wang, Xiaoyu, Lin, Yuanqing

[pdf] [rank by tf-idf similarity to this]

[learning, vision, dataset, car, labeled, annotated, search, visual, dog, set, label, work, human, novel, baseline, probability, task, report] [deep, recognition, cnn, training, class, neural, performance, fgic, stanford, level, train, imagenet, network, auxiliary, convolutional, feature, improve, augmentation, baidu, table, multitask, accuracy, sharing, learn, generic, activation] [framework, object, propose, multiple, detection, success] [model, approach, pose] [data, proposed, augmented, regularization, number, regularized, easily, method, denote, note, exploiting] [computer, conference, ieee, pattern, international, figure, small, high] [image, large, inherent, view, variance, well]

A Large-Scale Car Dataset for Fine-Grained Categorization and Verification
Yang, Linjie, Luo, Ping, Change Loy, Chen, Tang, Xiaoou

[pdf] [rank by tf-idf similarity to this]

[car, dataset, attribute, benz, door, audi, test, prediction, labeled, bwm, vision, seat, volkswagen, compcars, rich, hatchback, type, interesting, side, convertible, categorization, datasets, predict, subset, learning, novel, baseline, suzuki, positive] [cnn, feature, table, recognition, deep, neural, training, train, observe, capturing, accuracy, class] [object, including, detection, three, series, appearance, utilized, entire, based, truth] [model, joint, face, viewpoint, challenging, ground, continuous] [number, data, maximum, sample, analysis, space, row, implicit] [figure, speed, computer, unique, suv, total, vehicle] [image, bayesian, large, displacement, pair, best]

Mind's Eye: A Recurrent Visual Representation for Image Caption Generation
Chen, Xinlei, Lawrence Zitnick, C.

[pdf] [rank by tf-idf similarity to this]

[visual, sentence, language, word, coco, flickr, generating, novel, human, learning, set, generation, meteor, evaluation, text, bleu, caption, cider, datasets, description, probability, automatic, ability, task, evaluate, dataset, report, ranking, natural, perplexity, vision] [neural, rnn, recurrent, hidden, network, better, learn, representation, training, previous, pascal, feature, arxiv, layer, preprint, deep, table, performance, validation, rnns, standard, microsoft] [generated, generate, based, memory, likelihood, long, truth, numerous, capable] [model, approach, error, provide, scene, ground] [time, random, machine, data, lower] [figure, paper, directly, computer] [image, retrieval, reference]

Action Recognition With Trajectory-Pooled Deep-Convolutional Descriptors
Wang, Limin, Qiao, Yu, Tang, Xiaoou

[pdf] [rank by tf-idf similarity to this]

[dataset, learning, human, datasets, set, visual, describe, evaluation] [feature, convolutional, convnets, recognition, deep, tdd, tdds, improved, performance, pooling, map, net, training, input, size, channel, table, effective, layer, extracting, conduct, discriminative, fisher, convnet, representation, trained, learn, accuracy, architecture, neural] [action, video, temporal, trajectory, spatiotemporal, based, extraction, extract, hof, complementary] [point, model, single] [dimension, number, method, proposed, original, vector, fusion] [optical, motion, figure, high] [spatial, normalization, local, large, dense, descriptor, choose, sampling, image, called, best]

Simultaneous Feature Learning and Hash Coding With Deep Neural Networks
Lai, Hanjiang, Pan, Yan, Liu, Ye, Yan, Shuicheng

[pdf] [rank by tf-idf similarity to this]

[learning, supervised, ranking, returned, search, unsupervised, existing, visual, vision] [input, convolution, deep, architecture, shared, triplet, cnnh, alternative, loss, module, training, top, feature, output, table, representation, designed, size, intermediate, layer, neural, learn, map, sigmoid, encoded, learned, network, class, stage] [precision, three, based, threshold, propose, generate, multiple] [independent] [hash, proposed, hashing, binary, method, hamming, data, number, function, approximate, code, quantization, form, vector, machine, lsh, coding, mlh] [figure, conference, relative, ieee, international, computer, pattern] [image, comparison, preserve, corresponding]

Interleaved Text/Image Deep Mining on a Very Large-Scale Radiology Database
Shin, Hoo-Chang, Lu, Le, Kim, Lauren, Seff, Ari, Yao, Jianhua, Summers, Ronald M.

[pdf] [rank by tf-idf similarity to this]

[topic, learning, radiology, semantic, perplexity, document, latent, language, text, lda, visual, categorization, sentence, word, processing, report, set, datasets, work, natural, diagnostic, mining, collection, describing, dataset, unsupervised, label, referring, system] [deep, cnn, neural, imagenet, output, training, extracted, table, convolutional, level, cnns, trained, representation, learned, learn, map, better] [key, based, object, score, three, cost] [model, supplementary, body, adjacent] [vector, number, space, data, national, dirichlet, machine] [figure, imaging, computer, conference, high] [image, medical, large, disease, good, reference, database, matching]

Deep Visual-Semantic Alignments for Generating Image Descriptions
Karpathy, Andrej, Fei-Fei, Li

[pdf] [rank by tf-idf similarity to this]

[word, sentence, set, multimodal, visual, language, test, text, ranking, generating, work, evaluation, mscoco, learning, embedding, example, description, dataset, karpathy, describe, goal, natural, novel, datasets, annotation, aligns] [neural, rnn, recurrent, network, training, arxiv, preprint, context, brnn, size, input, learn, representation, performance, table, trained, convolutional, powerful, deep, previous, cnn, challenge] [generate, based, score, bounding, sequence, generated, object] [model, full, approach, alignment, single, tree, scene, generative] [dependency, function, data, vector, consider, note, time, method, space] [figure, generates, developed] [image, region, retrieval, outperforms, compute, large]

Deep Convolutional Neural Fields for Depth Estimation From a Single Image
Liu, Fayao, Shen, Chunhua, Lin, Guosheng

[pdf] [rank by tf-idf similarity to this]

[learning, work, conditional, predicting, semantic, prediction, baseline, dataset, rel, set, report] [deep, cnn, network, neural, convolutional, training, crf, map, jointly, input, better, conv, table, composed, train, layer, relu, trained, learn, structured, compared, shared, negative, eigen] [superpixel, partition, performs, based, superpixels] [depth, model, unary, continuous, single, estimation, scene, potential, rpq, error, svr, nyu, regression, neighbouring, inference, smoothness, analytically, indoor, term, spq] [method, pairwise, function, consider, problem, note, solve, random, general, solving, optimization, proposed, matrix, vector, extra] [ieee, outdoor, directly, rms] [image, outperforms]

Efficient and Accurate Approximations of Nonlinear Convolutional Networks
Zhang, Xiangyu, Zou, Jianhua, Ming, Xiang, He, Kaiming, Sun, Jian

[pdf] [rank by tf-idf similarity to this]

[evaluate, work, set] [layer, convolutional, increase, accuracy, table, increased, deep, feature, imagenet, reduce, previous, neural, version, response, training, network, apply, accelerating, trained, size, input, output] [based] [error, model, reconstruction, single, evaluated] [speedup, nonlinear, linear, asymmetric, method, rank, complexity, solution, approximated, problem, approximation, matrix, zij, peedup, energy, decomposition, case, accelerated, selection, jaderberg, number, accumulative, accumulated, original, computation, approximate, min, symmetric, optimization, consider, theoretical, vector, largest, time, reduction, solve] [ratio, solver, figure, accurate, small, adopt] [spatial, pca, rate, image, large, computed, compute, degradation]

Multi-Objective Convolutional Learning for Face Labeling
Liu, Sifei, Yang, Jimei, Huang, Chang, Yang, Ming-Hsuan

[pdf] [rank by tf-idf similarity to this]

[labeling, label, set, learning, semantic, test, dataset, evaluation, existing, work] [nonparametric, network, training, cnn, convolutional, cnns, input, loss, size, hair, deep, output, train, table, crf, trained, structured, accuracy, testing, compared, map, class, apply, parsing, additional, combining, performance, neural, smaller, learned] [based, edge, generated, truth, propose, generate] [face, prior, facial, unary, model, term, approach, ground, inference, helen, single, xij] [pairwise, proposed, method, algorithm, number, crfs, regularization, random, energy, note, addressed] [figure, generates, pixel, skin, second, component] [image, patch, sampling, comparison]

Finding Action Tubes
Gkioxari, Georgia, Malik, Jitendra

[pdf] [rank by tf-idf similarity to this]

[task, human, label, visual, positive, predicted, work, report, dataset, study, predict, correct] [convolutional, train, svm, feature, trained, neural, layer, network, build, accuracy, extracted, recognition, ablation, improvement, table, level, cnns, classify, jain, pascal, better, training, inspired] [action, detection, video, object, frame, ucf, auc, threshold, tube, average, score, appearance, wang, three, static, based, overlap, temporal, truth, performs, linked, localize] [approach, model, shape, rgb, ground] [problem, running] [motion, figure, optical, high, camera, produce, red, signal] [spatial, image, region, roc, rate]

Deep Domain Adaptation for Describing People Based on Fine-Grained Clothing Attributes
Chen, Qiang, Huang, Junshi, Feris, Rogerio, Brown, Lisa M., Dong, Jian, Yan, Shuicheng

[pdf] [rank by tf-idf similarity to this]

[domain, attribute, clothing, adaptation, dataset, learning, source, people, surveillance, shopping, visual, describing, unsupervised, set, search, work, annotated, fashion, supervised, semantic, amount, evaluation, label, human, datasets, annotation, ddan, prediction] [deep, feature, network, layer, training, convolutional, neural, cnn, imagenet, output, fully, standard, bridge, recognition, setting, learned] [target, online, based, detection, cost, bounding, hierarchical, including, merging, candidate, path, correlation] [model, alignment, body, approach, detailed] [data, proposed, problem, consider, number, method, function, linear, analysis, application] [directly, figure, captured, color, small] [street, large, unconstrained, image, similarity, retrieval, consists]

Filtered Feature Channels for Pedestrian Detection
Zhang, Shanshan, Benenson, Rodrigo, Schiele, Bernt

[pdf] [rank by tf-idf similarity to this]

[set, test, baseline, dataset, learning, evaluation, human, work] [training, caltech, pedestrian, feature, channel, decision, top, validation, ldcf, trained, size, observe, additional, learned, informedhaar, detector, acf, informedfilters, randomfilters, performance, compared, reported, table, improvement, design, larger, pooling, hog, context, pcaforeground, squareschnftrs, explore, negative, train, effective, adaboost, rectangular, spatialpooling, improving, inria, standard, katamari, realboost] [detection, based, object, bank, strong] [kitti, model, single, provide, step, discrete] [number, data, method, consider, original, random, vector] [optical, quality, figure, paper, uniform] [best, image, applied, change, local, comparison, integral, considered, gap, lbp]

A Convolutional Neural Network Cascade for Face Detection
Li, Haoxiang, Lin, Zhe, Shen, Xiaohui, Brandt, Jonathan, Hua, Gang

[pdf] [rank by tf-idf similarity to this]

[vision, evaluation, set, positive, visual, test, annotated, work, dataset] [cascade, cnn, layer, detector, training, convolutional, neural, stride, input, performance, cnns, boosted, stage, apply, network, window, achieve, trained, size, cpu, better, vga, headhunter, discriminative, gpu] [detection, bounding, object, score, recall, detect] [face, structure, fps, scan, afw, single, reject, joint] [number, proposed, data, method, kernel, binary, problem, time, faster, discontinuous] [calibration, figure, computer, pattern, ieee, conference, simple, high, accurate, international] [image, false, fast, large, benchmark, resolution]

Sketch-Based 3D Shape Retrieval Using Convolutional Neural Networks
Wang, Fang, Kang, Le, Li, Yi

[pdf] [rank by tf-idf similarity to this]

[learning, domain, dataset, datasets, correct, set, semantic, select, labeled] [network, feature, training, cnn, convolutional, learn, table, loss, input, performance, layer, neural, class, learned, architecture, standard, top, reported, map, size] [based, three, state, recall, propose, art, generate, object, precision, multiple] [shape, model, approach] [method, number, proposed, denotes, function, note, time, sample] [figure, computer, acm, rendering] [retrieval, sketch, siamese, view, furuya, matching, similarity, best, metric, cross, well, comparison, benchmark, large, psb, illustrated, image, demonstrate, query, cyan, dcg, saavedra, pair]

Learning From Massive Noisy Labeled Data for Image Classification
Xiao, Tong, Xia, Tian, Yang, Yi, Huang, Chang, Wang, Xiaogang

[pdf] [rank by tf-idf similarity to this]

[noisy, label, learning, clean, dataset, labeled, confusing, massive, probability, clothing, windbreaker, set, mislabeled, correct, amount, test, visual, hoodie, latent, type, work, unlabeled, supervised, jacket, coat, knitwear, sweater, predict, share, hard, content] [training, deep, better, class, log, cnn, neural, cnns, train, convolutional, layer, accuracy, alexnet, pretrained, validation, size, table, imagenet] [surrounding, truth, based, framework, integrate, confusion, utilize] [model, ground, probabilistic, free, independent, predicts, posterior, wrong] [data, random, method, matrix, problem, proposed, optimal, distribution, theorem, row, number] [noise, figure, small, pure, simple] [image, true, upsampled, limited]

From Categories to Subcategories: Large-Scale Image Classification With Partial Class Label Refinement
Ristin, Marko, Gall, Juergen, Guillaumin, Matthieu, Van Gool, Luc

[pdf] [rank by tf-idf similarity to this]

[set, ncm, learning, test, knowledge, category, baseline, labeled, label, evaluate, subset, annotated, transfer, semantic] [training, accuracy, class, rncmf, trained, scoarse, coarse, table, subcategories, performance, subcategory, improves, additional, kcoarse, achieves, improve, ucoarse, validation, stacked, learned, train, classify, multiclass, fisher, stacking, feature, coarser, outperform, improvement, gain] [based, average, hierarchical, object, node] [model, forest, approach, tree, full] [data, number, random, regularized, function, sample, proposed, objective, consider] [second, relative] [image, metric, nearest, splitting, large, outperforms, impact, best, hierarchy, well, neighbor]

Deep Networks for Saliency Detection via Local Estimation and Global Search
Wang, Lijun, Lu, Huchuan, Ruan, Xiang, Yang, Ming-Hsuan

[pdf] [rank by tf-idf similarity to this]

[set, search, label, learning, visual, svo, predict] [global, feature, training, deep, map, network, accuracy, neural, input, convolutional, dnns, level, generic, table, trained, size, layer] [saliency, object, salient, candidate, detection, based, contrast, background, score, generated, foreground, complex, coverage, detect, boundary, propose, truth, objectness, precision, wctr, entire, recall, drfi, hdct, hrgb, three, overlap, ufo, generate] [estimation, rgb, ground, model, scene, mae, shape] [data, method, proposed, low, distribution, vector, number] [figure, color, high, pixel] [local, image, region, well, geometric, rate, patch, spatial, pca]

Learning Deep Representations for Ground-to-Aerial Geolocalization
Lin, Tsung-Yi, Cui, Yin, Belongie, Serge, Hays, James

[pdf] [rank by tf-idf similarity to this]

[test, learning, set, novel, embedding, task, visual, generalize, search, hard, evaluation, correct, baseline] [feature, deep, training, learned, top, representation, network, convolutional, trained, performance, learn, architecture, layer, loss, margin, input, build] [average, based, object, correctly, publicly] [face, depth, aligned, ground, location, orientation, model, building, scene] [data, method, number, function, dimensional, euclidean, proposed] [figure, traditional, paper, direction] [image, aerial, matching, view, matched, query, distance, unmatched, pair, match, street, imagery, geolocalization, san, corresponding, scale, large, crossview, database, similarity, reference]

Deep Semantic Ranking Based Hashing for Multi-Label Image Retrieval
Zhao, Fang, Huang, Yongzhen, Wang, Liang, Tan, Tieniu

[pdf] [rank by tf-idf similarity to this]

[ranking, semantic, learning, set, dataset, visual, evaluation, relevant, common, supervised] [deep, feature, loss, learn, layer, cnn, representation, neural, convolutional, performance, compared, activation, supervision, level, training, triplet, cnns, map, effective, better, network, connected, larger, learned] [based, framework, measure, multiple] [model, structure, point] [hash, hashing, binary, data, function, multilevel, method, proposed, surrogate, hamming, order, problem, optimization, compact, acg, optimizing, dsrh, number, pairwise, objective, original, multilabel, ndcg, multivariate] [ieee, pattern, figure, preserving, acm] [image, similarity, preserve, database, retrieval, weighted, large, distance, query, list, metric, gradient, construct, well]

Depth and Surface Normal Estimation From Monocular Images Using Regression on Deep Features and Hierarchical CRFs
Li, Bo, Shen, Chunhua, Dai, Yuchao, van den Hengel, Anton, He, Mingyi

[pdf] [rank by tf-idf similarity to this]

[set, work, transfer, learning, predict, predicted, semantic, common, rel] [deep, training, map, size, performance, level, network, table, cnn, convolutional, crf, transferred, neural, context, layer, learned, trained, generalization, input, feature] [framework, hierarchical, extract, truth, formulate] [depth, estimation, regression, surface, model, normal, single, nyu, scene, error, structure, inference, qualitative, ground, term, represent, monocular, provide] [data, method, problem, number, experimental, function, random, proposed, solution, energy, denotes] [pixel, ieee, color, estimated, figure, estimate, presented, liu, blue] [image, local, large, patch, corresponding]

Multi-Instance Object Segmentation With Occlusion Handling
Chen, Yi-Ting, Liu, Xiaokai, Yang, Ming-Hsuan

[pdf] [rank by tf-idf similarity to this]

[semantic, category, set, predictor, task] [cnn, voc, contour, exemplar, pascal, top, performance, validation, map, class, log, train, better, apply, feature, hariharan, network, size] [segmentation, object, detection, based, foreground, likelihood, tackle, framework, bounding, propose, generate, handling, sfj, score, proposal, mcg, iou, superpixel, pcj, box, appearance, overshooting, favorable, categorized] [shape, occlusion, occluding, joint, model, prior, chamfer, reasoning, challenging] [algorithm, proposed, energy, number, note, minimization, parameter] [figure, high, quality, inconsistent, handle, pixel, remove] [image, region, person, distance, scale, large, choose, matched]

Learning Lightness From Human Judgement on Relative Reflectance
Narihira, Takuya, Maire, Michael, Yu, Stella X.

[pdf] [rank by tf-idf similarity to this]

[human, dataset, vision, work, set] [crf, cnn, feature, neural, performance, global, training, convolutional, deep, layer, learn, representation, log, perceived, learned, network, input, output, trained] [hierarchical, multiple] [model, approach, potential, point, error, cij] [sparse, pairwise, coding, linear, decomposition, vector, solution, method, data, note, function, algorithm, order, machine, denotes, encoding] [figure, intrinsic, relative, intensity, computer, conference, pattern, ieee, illumination, shading, direct, total, pixel, recovering, directly] [lightness, image, patch, hsc, local, query, jij, iiw, judgement, difference, rate, well, large, dense, darker, initialized, benchmark, dictionary, implementation]

Towards 3D Object Detection With Bimodal Deep Boltzmann Machines Over RGBD Imagery
Liu, Wei, Ji, Rongrong, Li, Shaozi

[pdf] [rank by tf-idf similarity to this]

[learning, positive, dataset, semantic, labeled, labeling, existing, domain, set, focus, hard, label, european, task, evaluate] [bimodal, training, representation, hidden, feature, deep, raw, train, sliding, detector, layer, stochastic, trained, negative, input, learn, testing, wjl, imagenet, performance, exemplar, pretrained] [detection, object, bounding, based, truth, box, precision, average, framework, extract, score] [rgbd, depth, dbm, rgb, point, model, joint, boltzmann, ground, cloud, rmrc, visible, cad, fused, scene, single, performed, modeling] [data, proposed, binary, energy, gaussian, space] [figure, computer, conference, international, ieee, pattern] [image, reference, corresponding, well, leveraged]

What do 15,000 Object Categories Tell Us About Classifying and Localizing Actions?
Jain, Mihir, van Gemert, Jan C., Snoek, Cees G. M.

[pdf] [rank by tf-idf similarity to this]

[set, dataset, study, human, test, category, evaluation, learning, preference, datasets, localizing, semantically, selected, include, work, relevant] [representation, recognition, accuracy, adding, table, fisher, validation, better, improve, improvement, conduct, learned, classifying, kth, performance, jain, class, discriminative, response, top, improves, follow, convolutional, train, training] [action, object, video, average, responsive, matter, combined, weight, avoidance, ucf, wang, key, peng, interest, tubelet, barbell, groundtruth, three, thumos] [localization, approach, modeling, qualitative] [encoding, number, experiment, empirical, selection, consider, vector] [motion, figure, preferred, high] [best, large, local, compare]

Situational Object Boundary Detection
Uijlings, Jasper R. R., Ferrari, Vittorio

[pdf] [rank by tf-idf similarity to this]

[semantic, set, test, coco, prediction, visual, work, evaluation, learning, predict, annotated, dataset, variety, label, baseline, occur] [class, cnn, global, specific, training, detector, table, imagenet, fisher, trained, contour, pascal, microsoft, apply, voc, train, performance, context, convolutional, better, structured, validation] [object, boundary, monolithic, detection, subclass, situational, agnostic, appearance, precision, situation, recall, segmentation, average, yield, three, specialized, based, edge, truth, sbd] [single, approach, ground, forest] [random, number, method, cluster, row] [figure, caused, water, relative, paper] [image, local, true, choose, outperforms, false, applied, good, fast]

An Active Search Strategy for Efficient Object Class Detection
Gonzalez-Garcia, Abel, Vezhnevets, Alexander, Ferrari, Vittorio

[pdf] [rank by tf-idf similarity to this]

[search, set, evaluating, test, strategy, learning, evaluate, visual, work, active, car, dataset] [window, context, training, belief, extractor, pascal, map, cnn, performance, uva, detector, van, fewer, convolutional, sliding, input, deep, train, subsampling, hyperparameters, decision, highly, actual] [object, detection, score, based, appearance, multiple, average, proposal, node] [force, location, forest, approach, challenging, point, model, cluttered] [method, random, number, runtime, effectively, kernel, reduces] [observation, figure, observed, relative, observing, high, ieee, small] [image, displacement, distance, internal, large, overhead]

Associating Neural Word Embeddings With Deep Image Representations Using Fisher Vectors
Klein, Benjamin, Lev, Guy, Sadeh, Gil, Wolf, Lior

[pdf] [rank by tf-idf similarity to this]

[sentence, set, vision, annotation, dog, woman, learning, test, search, association, language, text, maximization, word, work, common, cca, vec, probability] [fisher, neural, hybrid, previous, deep, recognition, representation, table, arxiv, preprint, validation, convolutional, feature, network, size] [based, three, object, truth] [mixture, model, single, step, volume, current, ground] [vector, rank, laplacian, hglmm, distribution, gmm, gaussian, lmm, parameter, multivariate, diagonal, computational, data, order, respect, represented, matrix, normalized] [computer, conference, black, median, component, ieee, international, equation, pattern] [image, query, geometric, weighted, normalization, derived, retrieval, expectation, benchmark]

Transformation-Invariant Convolutional Jungles
Laptev, Dmitry, Buhmann, Joachim M.

[pdf] [rank by tf-idf similarity to this]

[dataset, set, learning, vision, select, task, include, selected] [feature, convolutional, training, recognition, neural, decision, class, neuronal, size, learn, performance, learned, trained, better, global, layer, train, generalization, achieve, ensemble, max, width, accuracy, identity] [segmentation, incorporate, art, state, propose, object] [allows, face, prior, split] [algorithm, maximum, method, proposed, regularization, consider, data, clustering, original, parameter, number, optimization, idea, yale, machine, lemma, main, kernel, case] [computer, pixel, ieee, conference, pattern, presented, figure, paper] [image, ticj, transformation, local, large, tict, considered, applied, discussed, includes, gradient, transformed]

Multi-Manifold Deep Metric Learning for Image Set Classification
Lu, Jiwen, Wang, Gang, Deng, Weihong, Moulin, Pierre, Zhou, Jie

[pdf] [rank by tf-idf similarity to this]

[set, learning, dataset, datasets, visual, randomly, versus, existing, selected, work] [deep, mmdml, discriminative, training, recognition, feature, layer, compared, network, testing, learned, margin, table, performance, learn, standard, top, dfrv, neural, class, nonlinearity, grant, map] [object, multiple, based, average, video, propose, employed, key, appearance] [face, model, approach, single] [method, manifold, number, ytc, nonlinear, proposed, sample, function, mobo, algorithm, time, china, problem, singapore, analysis, mmsml, vector, linear, nonlinearly, effectively] [figure, captured, second, varying] [image, distance, compute, rate, metric, pubfig, computed, large, similarity, nearest]

Towards Unified Depth and Semantic Prediction From a Single Image
Wang, Peng, Shen, Xiaohui, Lin, Zhe, Cohen, Scott, Price, Brian, Yuille, Alan L.

[pdf] [rank by tf-idf similarity to this]

[semantic, prediction, predicted, predict, consistency, set, label, learning] [global, cnn, map, jointly, trained, network, training, better, feature, learned, output, train, achieves, coarse, previous, loss, convolutional, parsing] [segment, segmentation, edge, object, hierarchical, framework, formulate, generate, appearance, bounding, propose, considering, truth] [depth, joint, inference, potential, ground, hcrf, scene, estimation, unary, single, model, infer, represent, canonical, nyu, neighboring, approach, quantitative, structure] [normalized, method, data, problem, consider, denote, regularize] [pixel, figure, vertical, absolute, relative, accurate, inside, center, balancing] [local, image, scale, geometric, limited, regressor, comparison, difference, large]

Salient Object Subitizing
Zhang, Jianming, Ma, Shugao, Sameki, Mehrnoosh, Sclaroff, Stan, Betke, Margrit, Lin, Zhe, Shen, Xiaohui, Price, Brian, Mech, Radomir

[pdf] [rank by tf-idf similarity to this]

[subitizing, vision, category, dataset, test, amt, existence, labeled, set, visual, human, predicting, mso, baseline, task, labeling, label, resorting, processing, sun, predicted, learning, european, consistency, evaluate, people] [recognition, cnn, accuracy, global, feature, performance, table, hog, neural, imagenet, training, output, convolutional, reported] [salient, object, detection, saliency, bounding, three, average, proposal, based, counting, threshold, detecting, precision] [model, single, provide, scene, localization, approach] [number, method, time, proposed, sample, consistently, analysis, gist, row] [conference, computer, ieee, pattern, international, figure, simple, small, viewing, technique, tested] [image, cell, implementation, large, proportion]

Cross-Scene Crowd Counting via Deep Convolutional Neural Networks
Zhang, Cong, Li, Hongsheng, Wang, Xiaogang, Yang, Xiaokang

[pdf] [rank by tf-idf similarity to this]

[dataset, test, learning, unseen, randomly, set, selected, labeled, treated, surveillance, task, predict, predicted, example] [training, map, cnn, pedestrian, loss, table, deep, global, better, ucsd, performance, trained, convolutional, neural, input, compared, learn, learned, nonparametric] [crowd, density, counting, target, truth, based, count, video, detection, segmentation, foreground, ucf, candidate, three, propose, framework, object, including] [scene, model, regression, ground, estimation, switchable, head, introduced] [method, number, proposed, distribution, data, objective, kernel, normalized] [figure, perspective, estimated, total, absolute] [image, local, patch, retrieved, ridge, scheme, view, best, scale]

Learning Coarse-to-Fine Sparselets for Efficient Object Detection and Scene Classification
Cheng, Gong, Han, Junwei, Guo, Lei, Liu, Tianming

[pdf] [rank by tf-idf similarity to this]

[dataset, set, visual, learning, existing, work, baseline, exploit, unsupervised, aca, supervised] [sparselets, activation, discriminative, training, classification, coarse, train, hidden, shared, learned, pascal, mit, fine, sparselet, trained, factor, voc, learn, table, merced, size, accuracy, layer, neural, land, convolution, discriminatively, performance, detector, achieved, input, hog, effective, dpm, dpms, unified, recognition] [object, detection, based, average, framework, propose, cost] [scene, reconstruction, deformable, term] [method, number, speedup, sparse, sparsity, proposed, objective, function, algorithm, constraint, computational, simultaneously, solution, vector] [total, second] [dictionary, large, image, compute, spatial]

Weakly Supervised Semantic Segmentation for Social Images
Zhang, Wei, Zeng, Sheng, Wang, Dequan, Xue, Xiangyang

[pdf] [rank by tf-idf similarity to this]

[semantic, label, supervised, weakly, noisy, latent, visual, concept, dataset, learning, consistency, existing, conditional, labeled, annotated, probability, task] [cnn, training, feature, global, learn, contextual, fully, performance, convolutional, learned, pascal, network, extracted, accuracy, table, neural, comparable] [segmentation, superpixels, superpixel, object, lsc, correlation, background, multiple, based, overlap, appearance, framework, failure] [model, approach, potential, social, tree, joint, inference, challenging, adjacent, ground, building] [energy, pairwise, proposed, problem, quantization, random, algorithm, graph, vector, function, distribution, number, missing] [figure, sky, field] [image, spatial, comparison, large]

Hierarchical Recurrent Neural Network for Skeleton Based Action Recognition
Du, Yong, Wang, Wei, Wang, Liang

[pdf] [rank by tf-idf similarity to this]

[human, dataset, work, vision, learning] [layer, recognition, recurrent, rnn, neural, brnn, hidden, network, lstm, input, deep, representation, output, training, connected, fully, connection, activation, accuracy, brnns, tanh, gate, effectiveness, contextual, table, subnets, chaudhry] [action, skeleton, temporal, based, three, hierarchical, sequence, forward, msr, propose, berkeley, vantigodi, memory, backward] [model, body, capture, depth, joint, performed, trunk, represent] [proposed, experimental, time, number, problem, function, method] [conference, ieee, bidirectional, computer, pattern, motion, international, figure, adopt, left] [compare, derived, corresponding, spatial, gradient]

Deep Correlation for Matching Images and Text
Yan, Fei, Mikolajczyk, Krystian

[pdf] [rank by tf-idf similarity to this]

[text, dcca, protocol, visual, evaluation, learning, caption, cca, description, natural, latent, work, language, learnt, dataset, test, girl, annotation, automatic, gold, ranked, cula, generation, set, iapr, address, vision, generating, standing, example, content, dog, task, sentence, describing] [deep, table, training, performance, gpu, neural, layer, network, top, cpu, structured, convolutional, architecture, validation] [correlation, based, three, video, art, state, memory, average] [canonical] [objective, proposed, data, trace, batch, norm, matrix, space, linear, rank, analysis, time, row, singular, order, number] [figure, white, tno, total, paper] [image, matching, scheme, retrieval, large, magnitude, implementation, gradient]

Beyond Gaussian Pyramid: Multi-Skip Feature Stacking for Action Recognition
Lan, Zhengzhong, Lin, Ming, Li, Xuanchong, Hauptmann, Alex G., Raj, Bhiksha

[pdf] [rank by tf-idf similarity to this]

[datasets, human, dataset, visual, task, evaluation] [feature, mifs, performance, recognition, representation, convolutional, improved, pyramid, level, learnability, extracted, table, stacking, training, higher, neural, deep, standard, simonyan, improvement, skip, reported, improves, better, arxiv, preprint, fisher, smaller, accuracy, macc] [action, video, trajectory, wang, multiple, event, cost, based, peng, olympics, detection, youtube, dynamic] [single] [number, time, condition, gaussian, differential, singular, computational, method, matrix, theorem, vector, range, proof, linear] [frequency, signal, conventional, figure, motion, generates, small, bias, optical, recover] [large, dense, image, scale, comparison]

Exemplar SVMs as Visual Feature Encoders
Zepeda, Joaquin, Perez, Patrick

[pdf] [rank by tf-idf similarity to this]

[set, positive, vision, learning, visual, dataset, search, european, distractor, evaluate, work, task, system, baseline] [feature, exemplar, negative, generic, map, performance, fisher, sgd, cnn, deep, svms, pool, convolutional, size, extracted, learned, neural, improvement, svm, table, representation, training, generalization, larger] [based, object, propose, average, precision] [approach, single] [encoding, number, proposed, method, vector, linear, base, machine, kernel, close, function, order, analysis] [computer, pattern, relative, conference, international, figure, ieee] [image, local, large, retrieval, encoder, query, recursive, vlad, oxford, scale, consists, computed, well]

Fine-Grained Classification of Pedestrians in Video: Benchmark and State of the Art
Hall, David, Perona, Pietro

[pdf] [rank by tf-idf similarity to this]

[dataset, clothing, people, gait, human, sex, set, labelled, style, work, annotation, label, datasets, entropy, visual, attribute, baseline, learning, collected, task, worker, existing, casual] [categorisation, subcategories, age, class, recognition, deep, performance, pedestrian, subcategory, training, convolutional, size, accuracy, extracted, network, top] [bounding, box, video, weight, frame, three, entire, average] [pose, error, estimation, body, model, occlusion, labelling, single, challenging, lsp, viewpoint, height, articulated, normalised, gender] [number, method, data] [figure, left, estimate, total, warped] [image, large, keypoints, person, benchmark, keypoint, region, best, indicate]

Grasp Type Revisited: A Modern Perspective on a Classical Feature for Vision
Yang, Yezhou, Fermuller, Cornelia, Li, Yi, Aloimonos, Yiannis

[pdf] [rank by tf-idf similarity to this]

[type, human, vision, set, dataset, system, category, learning, recognize, labeled, visual, natural, correct, test, prediction, work] [recognition, cnn, training, convolutional, feature, neural, layer, power, belief, level, input, testing, deep, performance, nan, apply, size, achieved] [action, based, precision, segmentation, three, truth, average, key, cooking, evolution, static, tracking, video, recall, segment, cognitive, robot, detection, object] [grasp, hand, intention, manipulation, grasping, infer, ground, inference, pgraspt, model, knife, current, scene] [data, consider, number, experimental, journal, experiment, third, main, method] [computer, figure, ieee, conference, intelligent, pattern, international, small, cylindrical] [image, unconstrained, patch, large, considered]

Deeply Learned Attributes for Crowded Scene Understanding
Shao, Jing, Kang, Kai, Change Loy, Chen, Wang, Xiaogang

[pdf] [rank by tf-idf similarity to this]

[attribute, dataset, learning, stand, dlsf, prediction, dlmf, user, understanding, set, human, describe, study, subject, sto, existing, example, tag, evaluation, keywords, common, label, audience, probability] [deep, learned, table, performance, input, response, higher, pedestrian, convolutional, feature, compared, network, size, negative, learn, generic, design] [crowd, video, appearance, auc, crowded, walk, three, tracklet, deeply, multiple, frame, background, cue, static, average, action, sit, indicates, recognizing] [scene, model, single, indoor, structure] [row, number, time, proposed] [motion, figure, outdoor, high, second, stability, blue] [well, descriptor, image, compare, cuhk, good]

Learning a Convolutional Neural Network for Non-Uniform Motion Blur Removal
Sun, Jian, Cao, Wenfei, Xu, Zongben, Ponce, Jean

[pdf] [rank by tf-idf similarity to this]

[set, predict, learning, predicting, example, natural, predicted, work, probability] [cnn, convolutional, neural, layer, network, better, table, learned, learn, effective, training, deep, fully] [candidate, based, generate, complex, interval, propose] [approach, estimation, model, challenging, term, single, error] [kernel, distribution, mrf, vector, method, optimize, extension, effectively, note, markov, problem] [motion, blur, blurry, estimate, deblurring, figure, pixel, rotated, camera, estimated, sharp, mse, estimating, uniform, spatially, extend, nonuniform, synthetic, sext, remove, varying, rotation, deconvolution, result, removing, caused, removal, designing, blind, length, directly] [image, patch, dense, local, well, psnr, compare]

Pooled Motion Features for First-Person Videos
Ryoo, Michael S., Rothrock, Brandon, Matthies, Larry

[pdf] [rank by tf-idf similarity to this]

[dataset, set, human, learning, datasets] [feature, representation, pooling, cnn, recognition, ifv, performance, pyramid, advantage, compared, designed, previous, overfeat, max, combining, improved, caffe, convolutional, better, pooled, hog, class, table, public] [pot, temporal, activity, video, series, dogcentric, itf, multiple, uec, hof, appearance, park, based, entire, framework, including, combined, egocentric, mbh, stip, sequence] [capture, single, structure, performed, approach, described, cuboid] [time, vector, superior, number, idea, explicitly] [motion, figure, conventional, camera, optical, result, tested] [bow, descriptor, image, best, local, histogram, well, representing]

3D ShapeNets: A Deep Representation for Volumetric Shapes
Wu, Zhirong, Song, Shuran, Khosla, Aditya, Yu, Fisher, Zhang, Linguang, Tang, Xiaoou, Xiao, Jianxiong

[pdf] [rank by tf-idf similarity to this]

[learning, category, active, dataset, label, test, recognize, evaluate, probability] [recognition, deep, representation, layer, convolutional, map, table, belief, training, testing, convolution, train, hidden, trained, feature, reduce, chair, stride, size, top, build, accuracy] [object, based, complex, propose, average] [shape, model, depth, shapenets, cad, voxels, surface, voxel, planning, mesh, free, completion, visible, nyu, reconstruction, full, represent, point, generative, princeton, potential, probabilistic, joint] [data, distribution, space, algorithm, binary, method, sample, selection, missing] [figure, observed, result, camera, acm, unique, unknown] [view, large, retrieval, choose, geometric, image, limited, sampling, construct, best]

ActivityNet: A Large-Scale Video Benchmark for Human Activity Understanding
Caba Heilbron, Fabian, Escorcia, Victor, Ghanem, Bernard, Carlos Niebles, Juan

[pdf] [rank by tf-idf similarity to this]

[activitynet, human, untrimmed, dataset, datasets, category, existing, household, collection, annotation, vision, set, test, semantic, personal, encode, visual, goal, taxonomy, variety, benchmarking, report, cleaning, hardest, search, introduce, hard, annotated, rich] [recognition, performance, feature, level, top, deep, table, class, validation, challenge, map, structured, training, size] [activity, video, action, trimmed, temporal, detection, three, ing, object, multiple, average, thumos, organization, static, measure] [current, provide, scene] [number, data, order, note, largest, analysis, time, third] [figure, computer, motion, second, international, care] [large, benchmark, scale, compare, false, best, limited, tier, hierarchy]

A Coarse-to-Fine Model for 3D Pose Estimation and Sub-Category Recognition
Mottaghi, Roozbeh, Xiang, Yu, Savarese, Silvio

[pdf] [rank by tf-idf similarity to this]

[set, learning, car, perform, work, subset, sedan, category] [training, layer, table, level, better, recognition, performance, coarse, representation, pascal, dpm, loss, feature, increase, standard, hog] [object, box, hierarchical, bounding, detection, three, proposal, based, segmentation, appearance, groundtruth] [viewpoint, continuous, model, discrete, cad, pose, potential, estimation, inference, joint, represent, alignment, modeling, detailed, glb, reason, typically, mixture, height] [consider, note, method, function, variable, projection, random, number, case] [figure, azimuth, estimated, estimate, result, elevation] [hierarchy, distance, compute, computed, corresponding, sampling, image, compare, represents]

Fine-Grained Recognition Without Part Annotations
Krause, Jonathan, Jin, Hailin, Yang, Jianchao, Fei-Fei, Li

[pdf] [rank by tf-idf similarity to this]

[vision, test, set, visual, work, annotation, european, generating, dataset] [recognition, bbox, training, class, discriminative, performance, cnn, feature, decision, trained, improves, convolutional, learned, learn, better, standard, size, top, combining, caffenet, table, setting] [bounding, segmentation, foreground, object, box, detection, combination, grabcut, based, background, generated, truth, appearance] [pose, alignment, approach, model, aligning, prior, align, single, term, ground, point, shape, represent] [method, graph, time, analysis, minimum, spanning, machine, scaling, number] [computer, pattern, conference, international, figure] [image, difference, large, comparison, propagated]

Picture: A Probabilistic Programming Language for Scene Perception
Kulkarni, Tejas D., Kohli, Pushmeet, Tenenbaum, Joshua B., Mansinghka, Vikash

[pdf] [rank by tf-idf similarity to this]

[vision, human, language, learning, summary, automatically, automatic, set, dataset, latent, work, representative] [neural, representation, deep, layer, stochastic, convolutional, learned, trained, discriminative, network, arxiv] [object, proposal, based, complex, monte, generate, density, likelihood, hypothesized, appearance] [inference, program, scene, probabilistic, picture, model, generative, pose, face, shape, approach, sreal, elliptical, modeling, supplementary, reconstruction, continuous, single, error, earlier, render, mcmc, express, tolerance, quantitative] [random, approximate, programming, function, data, trace, kernel, number, code, gaussian] [figure, observed, rendering, computer, slice, inverse, camera, conference] [image, bayesian, fast, large]

Learning to Segment Moving Objects in Videos
Fragkiadaki, Katerina, Arbelaez, Pablo, Felsen, Panna, Malik, Jitendra

[pdf] [rank by tf-idf similarity to this]

[ranking, set, work, learning, generation] [detector, cnn, performance, previous, network, training, convolutional, trained, combining, architecture, layer, input, increase] [object, moving, trajectory, segmentation, static, frame, video, segment, detection, objectness, boundary, tube, proposal, multiple, supervoxel, background, multiscale, average, moseg, score, mop, bounding, box, based, union, tracking, intersection, hierarchical, boost] [point, challenging, capture, rgb] [method, number, clustering, random, consider, proposed, denote, code, effectively] [motion, optical, figure, pixel, extend] [image, large, best, dense, well, compute, compare, benchmark, displacement, rate, weighted, outperforms]

Multi-Feature Max-Margin Hierarchical Bayesian Model for Action Recognition
Yang, Shuang, Yuan, Chunfeng, Wu, Baoxin, Hu, Weiming, Wang, Fangshi

[pdf] [rank by tf-idf similarity to this]

[learning, latent, dataset, process, topic, perform, task, test, lda, datasets, visual, work, human, label, expected] [hbm, hgm, recognition, representation, feature, learn, class, global, kth, learned, discriminative, table, stp, accuracy, jointly, svm, shared, loss, combining, training, context, capability, achieves] [action, hierarchical, multiple, based, ucf, clip, employ, average, wang, temporal, mbh, video, framework, appearance, including, propose, integrate] [model, generative, inference, probabilistic, graphical, represent] [proposed, gibbs, gaussian, distribution, number, method, dirichlet, parameter] [figure, total] [bayesian, local, sampling, compare, spatial, sift, divergence, image]

Model Recommendation: Generating Object Detectors From Few Samples
Wang, Yu-Xiong, Hebert, Martial

[pdf] [rank by tf-idf similarity to this]

[task, set, transfer, library, collaborative, store, learning, airplane, bed, recommendation, pbc, dataset, system, recommender, unsupervised, category, search, rating, source, select, predict, generating, perform, nmf, test, sun, work, unlabeled, supervised, visual, annotated, randomly, recommended] [input, performance, training, chair, factor, ensemble, size, feature, pascal, map, hidden, voc, shared, better, detector, contextual, dpm] [detection, object, target, based, average, generate, generated, bounding, box, entire] [model, approach, single, rij, procedure] [matrix, data, number, factorization, vector, svd, note, random, space] [direct, figure, setup, relative, directly] [large, probe, best, well, image, region]

Adaptive Region Pooling for Object Detection
Tsai, Yi-Hsuan, Hamsici, Onur C., Yang, Ming-Hsuan

[pdf] [rank by tf-idf similarity to this]

[set, transfer, selected, search, learning, representative, positive, test, esvm, select, evaluate, dataset, car] [pooling, exemplar, feature, training, coarse, table, learn, cnn, testing, pascal, better, performance, achieves, voc, transferred, top, pyramid, discriminative, apply, negative, train, map, size] [object, detection, bounding, recall, adaptive, overlap, segmentation, box, based, target, truth, appearance, propose, performs, mask, segmented, extract, multiple] [structure, detected, model, regression, ground, approach, error] [method, algorithm, proposed, number, note, linear, cluster] [figure, ratio, small, quality] [region, matching, rate, large, sift, well, keypoint, keypoints, image, spatial, compare]

Fusing Subcategory Probabilities for Texture Classification
Song, Yang, Cai, Weidong, Li, Qing, Zhang, Fan, Dagan Feng, David, Huang, Heng

[pdf] [rank by tf-idf similarity to this]

[probability, dataset, test, visual, generation, contribution, datasets, set, representativeness] [subcategory, feature, svm, subcategories, sck, class, performance, caffe, ifv, compared, training, fmd, belonging, design, higher, fck, representation, better, dtd, multiclass, discriminative, convolutional, improvement, cotton, trained, qck, bread, accuracy, improve, table, rck] [based, three, object, segmentation, weight] [model, challenging, performed, fused, represent] [data, method, clustering, vector, subspace, cluster, sparse, number, fusion, matrix, analysis, approximated, encoding, lower, proposed, support] [figure, ieee, paper, pattern, second] [texture, image, computed, distinctiveness, local, difference, descriptor, applied, variation, similarity]

DeepShape: Deep Learned Shape Descriptor for 3D Shape Matching and Retrieval
Xie, Jin, Fang, Yi, Zhu, Fan, Wong, Edward

[pdf] [rank by tf-idf similarity to this]

[noisy, set, clean, human, learning, dataset, green, workshop] [discriminative, layer, hidden, feature, deep, performance, input, output, training, class, train, representation, neural, activation, learned, learn, standard, discrimination, hybrid, fisher, unit] [based, multiscale, multiple, object] [shape, model, represent, vertex, mesh, surface, term, point, pose] [proposed, distribution, method, function, kernel, form, number, order, denote, algorithm, vector, represented, criterion, denotes, denoted, sparse, scatter] [computer, noise, figure, red, small] [descriptor, retrieval, heat, matching, hks, dasd, mcgill, dictionary, geometric, scale, shapegoogle, signature, eurographics, partial, large, local, invariant, insensitive, histogram, crab, benchmark]

Learning Semantic Relationships for Better Action Retrieval in Images
Ramanathan, Vignesh, Li, Congcong, Deng, Jia, Han, Wei, Li, Zhen, Gu, Kunlong, Song, Yang, Bengio, Samy, Rosenberg, Charles, Fei-Fei, Li

[pdf] [rank by tf-idf similarity to this]

[relationship, visual, relation, vision, set, prediction, language, embedding, semantic, learning, dataset, consistency, mutually, work, human, people, positive, exclusive, riding, predicted, rab, test, feeding, textual, holding, newly, ank, knowledge, processing, correct, cab, subset, ang, label, returned, search] [recognition, loss, training, neural, learn, higher, performance, additional, better, layer, improvement, gain, learned, network, stanford, train, compared] [action, object, based, weight, three] [model, prior, full, single] [method, objective, function, vector, data, number, original] [computer, conference, ieee, pattern, international, figure, small] [image, retrieval, person, corresponding, large, similarity]

Joint Calibration of Ensemble of Exemplar SVMs
Modolo, Davide, Vezhnevets, Alexander, Russakovsky, Olga, Ferrari, Vittorio

[pdf] [rank by tf-idf similarity to this]

[positive, test, search, set, evaluate, example, visual, task, subset] [sigmoid, window, training, negative, table, scored, global, better, ilsvrc, loss, pascal, isotonic, trained, voc, cnn, performance, output, map, calibrating, calibrate, class, exemplar, train, root, hog, ensemble, max, rooted, svm] [object, threshold, score, detection, recall, average, node, candidate] [joint, tree, independent, procedure, step, regression, single, subtree] [algorithm, optimal, solution, feasible, positively, number, optimization, method, space, note, pruning, consider, problem, satisfy, data, equivalent, approximate, function] [calibration, observation, figure, presented, small] [false, compare, globally, large, outperforms, image]

SOM: Semantic Obviousness Metric for Image Quality Assessment
Zhang, Peng, Zhou, Wengang, Wu, Lei, Li, Houqiang

[pdf] [rank by tf-idf similarity to this]

[semantic, human, dataset, visual, set, predicted, existing, work, evaluation, type, learning, natural, perception, randomly] [feature, performance, generic, raw, table, training, previous, extracted, pooling, jpeg, cnn, top, global, trained, discriminative, detector] [based, detection, obviousness, iqa, object, assessment, extract, score, srocc, framework, measure, lcc, perceptual, objectness, som, brisque, cornia, dmos, correlation] [live, approach, regression, represent] [codebook, proposed, number, method, experimental, range, machine, linear, encoding, adopted, promising] [quality, distorted, figure, distortion, signal, paper, blind, result] [image, local, reference, metric, region, corresponding, fast, consists, ssim]

Learning a Sequential Search for Landmarks
Singh, Saurabh, Hoiem, Derek, Forsyth, David

[pdf] [rank by tf-idf similarity to this]

[human, learning, set, search, dataset, scoring, tend, test, fashion, visual] [training, learns, context, learned, performance, better, margin, layer, contextual, apply, learn, feature] [detection, appearance, truth, state, candidate, object, detect, art, individual, making] [landmark, model, detected, pose, step, inference, ordering, ground, approach, dependent, location, independent, earlier, body, lsp, articulated, current, error, sequential, modeling, estimation, pictorial, provide] [method, order, note, normalized, fixed, general, consider, random, function, original, close, range] [figure, high, small] [image, spatial, distance, gradient, computed, well, rate, good, best, corresponding, comparison]

Attributes and Categories for Generic Instance Search From One Example
Tao, Ran, Smeulders, Arnold W.M., Chang, Shih-Fu

[pdf] [rank by tf-idf similarity to this]

[instance, search, attribute, shoe, dataset, visual, learning, category, existing, example, evaluate, address, cleanshoes, work, set, automatically, semantic, expvlad, relevant, embedding, aim, manually, triemb, common] [fisher, generic, learned, deep, training, performance, representation, feature, better, combining, improve, table, pascal, top, learn, achieves, cnn, achieved] [object, appearance, propose, three, combination, target] [searching, building, viewpoint] [consider, vector, range, proposed, method, space, problem, arbitrary, locality, number] [figure, second, high, result] [query, image, large, local, descriptor, similarity, retrieval, good, randomized, best, well, matching, scale, wide]

Domain-Size Pooling in Local Descriptors: DSP-SIFT
Dong, Jingming, Soatto, Stefano

[pdf] [rank by tf-idf similarity to this]

[domain, vision, dataset, learning, selected, evaluation, include] [pooling, size, performance, recognition, feature, map, convolutional, neural, arxiv, larger, improvement, discriminative, network, response, standard, detector, increasing] [average, precision, interpretation, including] [scene, point, visibility, performed, detected, single] [number, dimension, complexity, derivation, depends, analysis, method] [computer, conference, pattern, ieee, figure, frequency, small, international, blur, sensitivity, planar, classical] [sift, computed, descriptor, scale, matching, image, spatial, magnitude, oxford, transformation, outperforms, comparison, nuisance, local, large, best, sampling, fischer, gradient, variability, compare, ordinary, distance, corresponding, aggregating]

Zero-Shot Object Recognition by Semantic Manifold Distance
Fu, Zhenyong, Xiang, Tao, Kodirov, Elyor, Gong, Shaogang

[pdf] [rank by tf-idf similarity to this]

[semantic, embedding, unseen, learning, absorbing, test, visual, amp, attribute, zsl, relatedness, word, process, dataset, probability, set, label, existing, strategy, novel, transient, awa, vision, prototype, transductive, knowledge, processing, devise, labelled] [class, feature, imagenet, recognition, connected, neural, cnn, training, deep, compared, performance, achieved, learned, convolutional, accuracy] [based, object, node, state, transition, combination, framework, measure] [model, structure, approach, tree] [space, graph, manifold, vector, chain, markov, method, matrix, proposed, projection, extended, number, represented, data] [computer, result, figure, ieee, pattern, conference] [image, distance, similarity, large, computed, metric, scale, compute, outperforms, nearest]

The S-Hock Dataset: Analyzing Crowds at the Stadium
Conigliaro, Davide, Rota, Paolo, Setti, Francesco, Bassetti, Chiara, Conci, Nicola, Sebe, Nicu, Cristani, Marco

[pdf] [rank by tf-idf similarity to this]

[people, set, game, human, categorization, novel, collection, vision, focus, annotated, annotation, dataset, perform, ice] [neural, standard, training, accuracy, map, size, performance, trained, convolutional, network, dpm, cnn, deep] [crowd, spectator, detection, behavior, action, based, propose, focusing, ock, bounding, crowded, team, supported, sae, rink, frame, segmentation, sport, object, video] [head, pose, social, body, estimation, prior, face, model, single, fact, ground, modeling] [method, order, analysis, consider, proposed, time, upper, literature, computation, data, low, case] [computer, paper, figure, motion, left, second] [person, considered, large, best, patch, image, similarity, computed]

Appearance-Based Gaze Estimation in the Wild
Zhang, Xucong, Sugano, Yusuke, Fritz, Mario, Bulling, Andreas

[pdf] [rank by tf-idf similarity to this]

[dataset, evaluation, datasets, multimodal, work, collected, existing, test, subset, learning, system, evaluate, visual, collection] [training, performance, cnn, input, convolutional, fully, layer, neural, previous, learn, connected, larger] [eye, appearance, tracking, detection, key, three, indicates] [gaze, estimation, head, mpiigaze, pose, face, multiview, model, eyediap, error, coordinate, single, regression, normalisation, facial, normalised, challenging, potential, continuous, approach, controlled, pupil, current] [data, method, number, space, proposed, vector, random, respect, sample, mapping] [figure, camera, angle, intensity, left, illumination, total, handle, lighting, light] [image, large, well, difference, person, region]

Multi-Task Deep Visual-Semantic Embedding for Video Thumbnail Selection
Liu, Wu, Mei, Tao, Zhang, Yongdong, Che, Cherry, Luo, Jiebo

[pdf] [rank by tf-idf similarity to this]

[embedding, thumbnail, semantic, visual, learning, relevance, dataset, search, representative, selected, select, labeled, latent, side, positive, label, representativeness, word, textual, common, keyframes, summarization, content, clicked, strategy, leverage, set, web, freely, evaluate] [deep, trained, training, map, representation, compared, train, performance, layer, loss, improve, input, cnn, highly, achieves, effectiveness, shared, higher] [video, based, candidate, score, employ, frame, online] [model] [method, selection, proposed, fusion, vector, space, data, projection, function, china, order, algorithm] [figure, directly, conventional, equation] [query, image, similarity, compute, choose, gap, well, computing]

Ontological Supervision for Fine Grained Classification of Street View Storefronts
Movshovitz-Attias, Yair, Yu, Qian, Stumpe, Martin C., Shet, Vinay, Arnoud, Sacha, Yatziv, Liron

[pdf] [rank by tf-idf similarity to this]

[business, text, restaurant, food, system, set, store, human, beauty, label, category, visual, shopping, gas, health, vision, prediction, drink, textual, automotive, language, cafe, grained, correct, ontology, salon, listing, task, geographical, google, test, work, labeled, dental, nail, process, ood, word, transcription, containment, search, study, storefront] [training, network, top, accuracy, level, recognition, deep, convolutional, neural, extracted, googlenet, architecture, performance, train] [recall, precision, based, multiple, object, detection] [model, location, described, ground, full, approach] [data, number, method, note, multi] [figure, computer, conference, ieee, real, pattern, high, international] [image, street, large, view, scale, area]

ConceptLearner: Discovering Visual Concepts From Weakly Labeled Image Collections
Zhou, Bolei, Jagadeesh, Vignesh, Piramuthu, Robinson

[pdf] [rank by tf-idf similarity to this]

[concept, visual, set, weakly, labeled, sbu, learning, dataset, supervised, hard, positive, label, sentence, associated, tag, weak, instance, selected, search, describe, sun, description, discovery, relevant, evaluate, baseline, test, discover, work, predicted, discovered, ranked, datasets, fwc, system, knowledge, human, discovering] [learned, recognition, train, pascal, feature, voc, negative, fully, training, detector, deep, pool, learn, supervision, table, top, svm, accuracy, validation] [object, detection, based, multiple, generate, target] [scene] [method, selection, data, vector, number, easy, algorithm, cluster, note, row] [figure] [image, large, database, well, region]

Metric Imitation by Manifold Transfer for Efficient Vision Applications
Dai, Dengxin, Kroeger, Till, Timofte, Radu, Van Gool, Luc

[pdf] [rank by tf-idf similarity to this]

[learning, domain, transfer, embedding, source, human, test, unsupervised, datasets, vision, set, work, knowledge, goal, privileged, popular] [training, learned, table, feature, cnn, learn, trained, convolutional, better, standard, performance, van, learns, improves, expensive, compared, global] [object, imitation, target, three, precision] [evaluated] [manifold, method, data, matrix, lap, dimensionality, space, clustering, linear, mapping, pairwise, computationally, problem, gist, rest, function, projection, euclidean, time] [tested] [metric, sfs, image, tfs, distance, lle, local, good, retrieval, lbp, computed, neighborhood, jor, large, transformation, phog, nearest, cheap, transformed, ukbench, neighbor]

Large-Scale Damage Detection Using Satellite Imagery
Gueguen, Lionel, Hamid, Raffay

[pdf] [rank by tf-idf similarity to this]

[learning, unsupervised, supervised, positive, sun, set, work, labeled, human, novelty, label, indicator, relevant, collected, example] [feature, training, extracted, table, cnn, level, accuracy, learn, size, input, reported] [detection, framework, based, multiple, average, cost] [shape, detected, tree, error, model, canonical] [data, analysis, time, number, problem, note, proposed, linear, lower, consider, vector, upper] [figure, ieee, acquisition, high, elevation] [image, damage, satellite, difference, change, rate, area, damaged, imagery, equal, represents, pair, variability, curation, false, impact, local, computed, gsd, eer, true, sift, opposed]

Joint Patch and Multi-Label Learning for Facial Action Unit Detection
Zhao, Kaili, Chu, Wen-Sheng, De la Torre, Fernando, Cohn, Jeffrey F., Zhang, Honggang

[pdf] [rank by tf-idf similarity to this]

[learning, jpml, apl, positive, selected, gft, relation, automatic, facs, subset, select, work, exploit, describe] [negative, feature, table, performance, training, unit, discriminative, better, standard, compared, jointly, involves, learn, improve, recognition] [action, three, group, correlation, detection, dynamic, truth] [facial, face, joint, spontaneous, expression, model, ground, affective] [matrix, lower, sparse, upper, algorithm, norm, problem, data, vector, number, iteration, min, selection, sparsity, regularizer, spsd, convergence, admm, effectively, coding, linear, column, denote] [figure] [patch, best, skew, image, indicate, computed, local, bold]

Cross-Age Face Verification by Coordinating With Cross-Face Age Verification
Du, Liang, Ling, Haibin

[pdf] [rank by tf-idf similarity to this]

[task, learning, study, visual, dataset, novel, work, share, baseline, versus, strategy, competition, datasets, selected, positive] [age, feature, auxiliary, recognition, loss, training, agcd, coordinating, discriminative, sharing, boosting, morph, cme, previous, exclusion, performance, table, coordination, size, improve, pool] [target, hypothesis, framework, weight, gop, multiple] [face, coordinate, joint, model, facial, descent, modeling, estimation] [algorithm, proposed, greedy, base, experimental, analysis, function, alternating, orthogonal, regularization, regularized, selection, conducted, number, sensitive, binary, update, graph, method] [figure, small, tested, competing] [image, best, aging, eer, gradient, local, invariant, difference, large, cross]

Regularizing Max-Margin Exemplars by Reconstruction and Generative Models
Rubio, Jose C., Ommer, Bjorn

[pdf] [rank by tf-idf similarity to this]

[positive, learning, set, visual, lda, category, vision, mining, hard, esvm, domain, popular, search, process] [training, exemplar, negative, performance, margin, hog, trained, representation, recognition, discriminative, pascal, mlda, voc, train, additional, dpm, class, feature, structured, improve, table, size, generalization] [object, bounding, detection, propose, multiple, average, based, three] [model, reconstruction, generative, approach, single, localization, prior, neighboring] [original, regularization, distribution, covariance, optimization, optimal, maximum, sample, number, matrix, approximation, method, data, order, linear, computationally] [figure, computer, conference, pattern, estimate, quality, ieee] [image, large, good, wavelet, corresponding, well, nearest, patch, region]

Supervised Mid-Level Features for Word Image Representation
Gordo, Albert

[pdf] [rank by tf-idf similarity to this]

[word, character, text, learning, label, annotated, supervised, semantic, encode, atts, visual, dataset, lexicon, set, work, char, perform, midlevel, describe, localizing, spotting, test, correlated, embedding, bbi] [global, training, recognition, representation, fisher, learn, testing, fvs, standard, accuracy, pyramid, deep, level, discriminative, table] [bounding, based, extract, individual, box, framework, propose] [approach, scene, project] [block, dimensionality, space, svt, proposed, projection, normalized, explicitly] [small, produce, figure, second] [image, sift, spatial, retrieval, compute, construct, region, sampled, aggregated, local, densely, aggregate, normalization, computing, best]

Basis Mapping Based Boosting for Object Detection
Ren, Haoyu, Li, Ze-Nian

[pdf] [rank by tf-idf similarity to this]

[weak, vision, dataset, hard, positive, referring, evaluation, select, description, learning, human, evaluate] [training, hog, pedestrian, boosting, xbasis, feature, boosted, logitboost, inria, accuracy, chm, performance, size, train, cascade, pascal, better, effectiveness, achieves, testing, table, voc, trained, learn, detector, improves, compared, caltech] [detection, object, based, propose, intersection] [current, face] [basis, mapping, sample, proposed, kernel, original, linear, space, method, function, machine, algorithm, number, analysis, vector, approximation, problem, dimension, convergence, computation, implicit] [computer, ieee, conference, pattern, speed, international, figure, result, conventional] [mapped, descriptor, histogram, rate, local, best, false, region, image, fast]

Sparse Projections for High-Dimensional Binary Codes
Xia, Yan, He, Kaiming, Kohli, Pushmeet, Sun, Jian

[pdf] [rank by tf-idf similarity to this]

[learning, dataset, work, evaluate, visual] [map, accuracy, deep, effective, table, learned, feature, performance, imagenet, better, neural, raw, convolutional, dnn] [long, based, applicable] [valid, model] [binary, solution, encoding, method, itq, projection, matrix, time, problem, cbe, lsh, number, code, sparse, data, iterative, sparsity, objective, constraint, regularizer, case, function, procrustes, min, note, hamming, faster, orthogonal, thrm, computational, algorithm, thresholding, coding, optimization, circulant, approximate, update, vector, easily] [accurate, length, figure, requires, second] [image, large, nearest, dense, retrieval, degradation, vlad]

Oriented Edge Forests for Boundary Detection
Hallman, Sam, Fowlkes, Charless C.

[pdf] [rank by tf-idf similarity to this]

[label, probability, set, predicted, natural, vision, learning, system] [training, output, detector, decision, performance, trained, contour, input, map, structured, centered, table, learn, feature, class] [edge, boundary, detection, oriented, precision, average, contrast, segmentation, individual, based] [forest, tree, model, orientation, approach, location, posterior, discrete, allows] [space, data, random, parameter, sparse, distribution, number, empirical, analysis, order] [figure, calibration, computer, averaging, ieee, pixel, pattern, requires, conference, simple, small, high, produce] [image, patch, local, sharpening, voting, benchmark, scale, large, distance, computed, monotonic, oef, randomized, outperforms]

Enriching Object Detection With 2D-3D Registration and Continuous Viewpoint Estimation
Bongsoo Choy, Christopher, Stark, Michael, Corbett-Davies, Sam, Savarese, Silvio

[pdf] [rank by tf-idf similarity to this]

[dataset, novel, test, existing, car, work, provided, search, generation, set, par, probability, positive] [hog, performance, exemplar, class, feature, convolution, train, training, detector, output, negative, ensemble, table, discriminative, additional, level, trained] [object, detection, bounding, precision, based, box, average, candidate] [viewpoint, cad, model, pose, template, estimation, rendered, continuous, discrete, single, mcmc, joint, approach, enrich, deformable] [method, conjugate, time, whitening, number, original, parameter, matrix, whitened, iterative, computational, problem, algorithm, condition, data] [figure, focal, rendering, calibration, azimuth, length, result, high] [image, large, gradient, matching, corresponding]

Transferring a Semantic Representation for Person Re-Identification and Search
Shi, Zhiyuan, Hospedales, Timothy M., Xiang, Tao

[pdf] [rank by tf-idf similarity to this]

[attribute, learning, unsupervised, semantic, domain, search, surveillance, supervised, annotated, transfer, fashion, adaptation, clothing, existing, latent, visual, weakly, human, source, colour, datasets, annotation, category, bag, set, description, dasa, evaluate, people, weak, dataset] [representation, auxiliary, factor, learned, performance, table, svm, training, feature, supervision, train, compared, learn, accuracy] [target, appearance, strong, framework, final, generate, based, including, detection] [model, approach, joint, generative, single, face] [data, mrf, vector, method, matrix, number, binary, consider, studied, sample, dimensional] [camera, blue, paper, color] [person, image, query, patch, matching, compute, well, viper]

Hierarchical-PEP Model for Real-World Face Recognition
Li, Haoxiang, Hua, Gang

[pdf] [rank by tf-idf similarity to this]

[vision, set, learning, process, labeled, selected, work, report, baseline, supervised, dataset] [pep, recognition, representation, discriminative, layer, training, feature, accuracy, lde, performance, size, build, table, observe, deep, train, hierarchicalpep, apply, cosine, reduce, previous] [video, propose, based, appearance, hierarchical, multiple] [face, model, joint, pose, elastic, full] [dimensionality, pasc, method, machine, analysis, algorithm, data, experiment, reduction, working, linear, number, selection] [computer, ieee, conference, pattern, figure, simple, international, equation] [image, sift, bayesian, pca, similarity, consists, lfw, patch, pair, matching, comparison, construct, hierarchy, discriminant]

Learning Descriptors for Object Recognition and 3D Pose Estimation
Wohlhart, Paul, Lepetit, Vincent

[pdf] [rank by tf-idf similarity to this]

[set, learning, test, vision, evaluation, dataset, search, work, perform, add, evaluate, representative] [training, hog, recognition, input, train, network, cnn, performance, accuracy, output, learn, fully, class, discriminative, convolutional, neural] [object, detection, cost] [pose, depth, template, rgb, approach, estimation, error, rely, capture, term] [data, method, euclidean, sample, machine, analysis, consider, number, scalable] [computer, conference, pattern, figure, small, ieee, angle, length, ratio, synthetic] [descriptor, linemod, distance, image, similarity, nearest, closest, neighbor, large, dissimilar, corresponding, rate, pair, compute, applied, best, implementation, gradient, mapped, metric, well, ltriplets]

Learning Hypergraph-Regularized Attribute Predictors
Huang, Sheng, Elhoseiny, Mohamed, Elgammal, Ahmed, Yang, Dan

[pdf] [rank by tf-idf similarity to this]

[attribute, hypergraph, learning, hap, prediction, embedding, cshapg, cub, cshaph, usaa, hyperedge, awa, visual, zsl, label, predictor, dataset, test, semantic, side, cshap, collection, provided, categorization, relation, set, depict, supervised, ale, positive, encode, latent] [class, training, feature, accuracy, loss, additional, better, representation, performance, table, jointly, learn] [correlation, three, framework, object, incorporate, based] [approach, model, vertex, capture, aligned] [space, kernel, cut, matrix, proposed, graph, sample, data, exploiting, number, laplacian, problem, normalized, function, consider, denoted, arg, respect, regularized, vector, sign, optimal, mapping] [equation, figure] [well, corresponding]

Beyond Spatial Pooling: Fine-Grained Representation Learning in Multiple Domains
Li, Chi, Reiter, Austin, Hager, Gregory D.

[pdf] [rank by tf-idf similarity to this]

[domain, learning, dataset, visual, work, instance, set, subset] [pooling, feature, recognition, convolutional, representation, better, pooled, testing, discrimination, cshot, deep, table, learned, smaller, achieves, pyramid, performance, achieved, xyz, design, architecture, receptive, max, level, arxiv, context] [object, three, framework, hierarchical, multiple, average, score] [probabilistic, point, pose, depth, current] [proposed, algorithm, method, random, kernel, experiment, space, data, order] [color, viewing, figure, presented] [spatial, invariance, invariant, variance, local, image, bigbird, large, descriptor, distance, choose, region, scale, derived, good, major, view]

Second-Order Constrained Parametric Proposals and Sequential Search-Based Structured Prediction for Semantic Segmentation in RGB-D Images
Banica, Dan, Sminchisescu, Cristian

[pdf] [rank by tf-idf similarity to this]

[semantic, set, test, learning, process, labeling, label, labeled, dataset, selected, prediction, understanding, visual, work, side, generation, category] [table, class, deep, pooling, training, extracted, trained, structured, pooled, feature, performance, recognition] [segmentation, object, based, state, segment, policy, proposal, generated, truth, multiple, action, average, generate, boundary, candidate, score] [depth, scene, rgb, rmrc, inference, nyu, indoor, current, spin, ground, model, sequential, methodology, procedure, point, described, retained, pcf] [order, method, data, number, proposed, problem, algorithm] [intensity, parametric] [image, local, region, spatial, partial, metric, masked, well, overlapping, large]

Learning to Propose Objects
Krahenbuhl, Philipp, Koltun, Vladlen

[pdf] [rank by tf-idf similarity to this]

[set, dataset, type, coco, learning, evaluate, work, add, highest, semantic] [training, ensemble, global, trained, accuracy, table, voc, feature, crf, size, microsoft, train, pascal, performance, optimizes] [object, proposal, segmentation, localized, superpixel, candidate, detection, facility, bounding, average, abo, box, recall, generated, seed, multiple, three, overlap, boundary, edge, gop, combinatorial, koltun, objectness] [approach, model, prior, procedure, location, single, composition] [objective, number, algorithm, optimized, parameter, pairwise, time, vector, method, min, binary, running, approximation, crfs, note, graph] [presented, figure, produced, small, accurate] [image, region, best, distance, outperforms, sampled, well, fast]

Weakly Supervised Object Detection With Convex Clustering
Bilen, Hakan, Pedersoli, Marco, Tuytelaars, Tinne

[pdf] [rank by tf-idf similarity to this]

[learning, latent, supervised, positive, weakly, set, work, probability, search, visual, help] [training, window, discriminative, learned, class, learn, standard, performance, voc, song, table, feature, pascal, additional, loss, svm, global, negative, improve, jointly, neural, learns] [object, detection, target, based, multiple, appearance, background, propose, measure, average] [term, localization, single, model, location, inference, challenging] [method, clustering, convex, formulation, cluster, algorithm, slsvm, optimization, case, parameter, number, problem, regularization, stuck, function, vector, optimal, initialize, enforces, objective] [figure, avoid, smooth, small, enforce] [similarity, image, best, compare, local, comparison, weighted, outperforms]

Video Event Recognition With Deep Hierarchical Context Model
Wang, Xiaoyang, Ji, Qiang

[pdf] [rank by tf-idf similarity to this]

[semantic, vision, learning, dataset, baseline, surveillance, human, set, work, existing, label] [context, level, recognition, feature, deep, hidden, contextual, accuracy, table, combining, performance, learn, improve, layer, previous] [event, three, virat, interaction, based, object, state, appearance, art, video, hierarchical, bounding, utilize, middle, average, box, stip, multiple, key, action, propose, activity, dynamic, wang, including, integrates, integrate] [model, prior, scene, ground, capture, approach, represent, probabilistic] [proposed, vector, method] [conference, figure, computer, ieee, pattern, observation, international] [person, neighborhood, histogram, well, compare, sift, includes, image]

Image Parsing With a Wide Range of Classes and Scene-Level Context
George, Marian

[pdf] [rank by tf-idf similarity to this]

[label, system, baseline, semantic, set, test, labeling, visual, dataset] [parsing, training, balanced, global, context, class, unbalanced, performance, better, nonparametric, recognition, improve, fusing, feature, lmsun, combining, improves, rare, road, bdt, accuracy, achieve, smoothing, size, tighe, output, lsj, previous] [likelihood, superpixels, truth, superpixel, foreground, object, background, cost, score, weight, average, coverage, multiple, combined] [scene, full, ground, inference, step, initial, approach, error, model, probabilistic] [number, method, energy, function, data, mrf, normalized, fusion] [figure, equation, total] [image, retrieval, query, compute, large, rate, computed, lsi, person]

Combination Features and Models for Human Detection
Jiang, Yunsheng, Ma, Jinwen

[pdf] [rank by tf-idf similarity to this]

[human, vision, set, test, work, correspond] [grammar, poselet, hog, feature, performance, voc, recognition, table, effective, hoc, hob, pascal, whl, overlapped, dpm, fuse, conduct, weightednms, competitive, improvement, combine, input, deep, impressive] [detection, object, based, combination, score, framework, integrated, threshold, precision] [model, deformable, structure, procedure, single, volume] [fusion, algorithm, proposed, general, note, method, time, computation, denotes, low, original, order, function] [computer, ieee, color, pattern, figure, direct, hue, calibrated, intensity, saturation] [image, person, large, corresponding, gradient, well, histogram, good, texture]

Computing the Stereo Matching Cost With a Convolutional Neural Network
Zbontar, Jure, LeCun, Yann

[pdf] [rank by tf-idf similarity to this]

[set, learning, vision, dataset, test, work, example, predict, perform, evaluate] [network, training, convolutional, size, neural, output, input, learn, map, yamaguchi, architecture, larger, negative, top, centered, table, recognition] [cost, forward, three, object, combined] [kitti, error, position, neighboring, location, initial, single, term, depth] [method, support, random, machine, number, runtime, pass, denote, analysis, function] [stereo, disparity, left, computer, ieee, figure, pattern, horizontal, conference, vertical, international, camera, pixel] [matching, image, aggregation, computed, patch, semiglobal, computing, arm, ccbca, compute, rate, csgm, differ, pair, well, true]

A Mixed Bag of Emotions: Model, Predict, and Transfer Emotion Distributions
Peng, Kuan-Chuan, Chen, Tsuhan, Sadovnik, Amir, Gallagher, Andrew C.

[pdf] [rank by tf-idf similarity to this]

[emotion, evoked, source, probability, category, transferring, cnnr, predicting, emotional, user, set, transfer, provided, work, predict, amt, positive, dmtr, keywords, subject, joy, semantic, study, hit, randomly, human] [table, previous, better, cnn, input, performance, convolutional, feature, neural, level, training, comparable] [target, truth, framework, multiple, three, average, saliency, propose, based] [ground, affective, dominant, single, model, svr] [distribution, method, basic, random, proposed, experiment, number, changing, algorithm] [color, figure, international, adopt, uniform, ieee] [image, transformed, distance, change, texture, outperforms, closer, tone, compare, database, corresponding, transform, histogram, difference, modify]

Image Retrieval Using Scene Graphs
Johnson, Justin, Krishna, Ranjay, Stark, Michael, Li, Li-Jia, Shamma, David, Bernstein, Michael, Fei-Fei, Li

[pdf] [rank by tf-idf similarity to this]

[test, visual, dataset, vision, man, grounding, set, semantic, attribute, learning, grounded, semantics, novel, example, relationship, text, system, wearing, retrieve, natural, language, tuples, search, work, occur, perform, association, describe] [recognition, performance, representation, table, training, context, class, cnn, structured, crf] [object, recall, iou, entire, based, bounding] [scene, model, full, detailed, localization, represent, modeling] [graph, rank, gist, random, data, number, computational, journal] [computer, conference, ieee, pattern, median, international, figure, simple, detail] [image, retrieval, query, large, sift, outperforms, vocabulary, compute, descriptor, scale]

Scalable Object Detection by Filter Compression With Regularized Sparse Coding
Chao, Ting-Hsuan, Lin, Yen-Liang, Kuo, Yin-Hsi, Hsu, Winston H.

[pdf] [rank by tf-idf similarity to this]

[set, dataset, perform, work, vision, system, process, learning, visual, collected, budget] [map, performance, functionality, convolution, accuracy, achieve, size, feature, better, recognition, conduct, larger, trained, training, loss, stage, learn, dpm, drop, reduce, intermediate, class, higher] [object, detection, score, memory, proposal, based, appearance, illustrate] [reconstruct, model, deformable, error, reconstruction] [sparse, method, coding, codebook, number, speedup, regularized, regularization, original, augmented, huge, computation, experiment, optimization, computational, matrix, codewords, complexity, linear, problem, space, freg, scalability, negligible, minimizing, proposed] [figure, computer, small, ieee, conference, produce, pattern, equation, regard, reconstructed, international, result] [large, difference, computing]

TILDE: A Temporally Invariant Learned DEtector
Verdie, Yannick, Yi, Kwang, Fua, Pascal, Lepetit, Vincent

[pdf] [rank by tf-idf similarity to this]

[learning, vision, dataset, webcam, set, positive, introduce, task, work] [training, detector, feature, performance, learned, layer, loss, trained, learn, response, standard, size, train] [score, average, three, sequence, detection, temporal, extract] [approach, term, detected, shape, location] [method, linear, number, machine, proposed, function, objective, original, time, approximation] [computer, conference, pattern, simple, figure, international, robust, outdoor, ieee, captured, illumination] [keypoints, keypoint, image, regressor, repeatability, sift, oxford, surf, local, scale, applied, separable, sfop, wade, drastic, invariant, mser, sifer, lcf, matching, large, good, wnm, best, fast, chamonix]

Global Refinement of Random Forest
Ren, Shaoqing, Cao, Xudong, Wei, Yichen, Sun, Jian

[pdf] [rank by tf-idf similarity to this]

[learning, prediction, vision, indicator, set, randomly, dataset, human, rule, visual, subset] [global, training, standard, loss, recognition, decision, size, performance, better, accuracy, reduce, boosting, table, version, refined, smaller, age, feature, achieves, power, deep, clearly] [complementary, individual, propose, strong, strength, node, multiple] [forest, leaf, tree, model, error, depth, regression, randomness, face, independent, single, body] [random, number, pruning, vector, machine, data, function, optimization, alternating, optimal, method, parameter, formulation, matrix, mnist, regularization, experiment, reformulation] [conference, computer, figure, ieee, pattern, real, international, ratio, accurate, relative] [large, well, ideal, local, corresponding]

Learning a Non-Linear Knowledge Transfer Model for Cross-View Action Recognition
Rahmani, Hossein, Mian, Ajmal

[pdf] [rank by tf-idf similarity to this]

[learning, knowledge, dataset, transfer, human, existing, set, source, test] [recognition, training, learn, learned, accuracy, input, table, layer, deep, output, feature, representation, shared, discriminative, neural, svm] [action, path, target, trajectory, video, aog, weight, extract, three, average, sequence] [canonical, model, single, performed, viewpoint, joint, approach, point, structure] [proposed, method, data, codebook, general, linear, sparsity, time, number, function, sample, algorithm, decay] [motion, camera, unknown, synthetic, figure, real, requires, technique, captured] [nktm, view, virtual, mocap, ncte, dense, cvp, dvv, ixmas, large, descriptor, respective, transformation]

Finding Distractors In Images
Fried, Ohad, Shechtman, Eli, Goldman, Dan B., Finkelstein, Adam

[pdf] [rank by tf-idf similarity to this]

[distractor, distractors, dataset, vision, user, prediction, work, visual, mturk, mapp, datasets, app, created, mechanical, collected, turk, text, automatic, learning, retargeting, cropping, annotation, future, select, predict, green, probability, interface, photo, predictor] [table, feature, recognition, training, train, top, map, input] [saliency, average, distracting, object, auc, segmentation, salient, segment, score, calculate, threshold, based, detect, detection] [model, rgb, full, hole, described] [main, method, gaussian, number, data, inverted, lasso, random] [computer, ieee, figure, remove, removal, pattern, international, left, removing, attenuated, second, mobile, produce, pixel, quality] [image, good, person]

Co-Saliency Detection via Looking Deep and Wide
Zhang, Dingwen, Han, Junwei, Li, Chao, Wang, Jingdong

[pdf] [rank by tf-idf similarity to this]

[common, transfer, consistency, learning, msrc, dataset, existing, agreement, visual, set, evaluation, unsupervised, visually] [deep, performance, cnn, feature, map, explore, extracted, rbm, table, compared, global, additional, convolutional] [detection, object, saliency, group, spi, based, background, framework, foreground, salient, superpixels, ops, propose, multiple, suppress, video, segmentation, cshs, icoseg, superpixel, generated, recall, extract, contrast, three, candidate] [approach, capture, model, represent, current] [proposed, cluster, order, solve, algorithm, method, effectively, experimental, defined] [figure, ieee, color] [image, wide, similarity, region, bayesian]

Expanding Object Detector's Horizon: Incremental Learning Framework for Object Detection in Videos
Kuznetsova, Alina, Ju Hwang, Sung, Rosenhahn, Bodo, Sigal, Leonid

[pdf] [rank by tf-idf similarity to this]

[domain, lme, learning, embedding, adaptation, dataset, adl, unlabeled, incremental, yto, test, set, category, incrementally, unsupervised, source, existing, work, labeled, select, positive, prototype, datasets, visual, lifelong, instance, baseline, arriving, ucn, newly, adapting] [performance, class, detector, feature, imagenet, learned, training, trained, map, improve, expanded, learn, train] [object, detection, video, target, based, track, bounding, framework, appearance, temporal] [model, initial, probabilistic, approach, continuously, detected, continuous] [data, method, original, complexity, sample, proposed, expansion, problem, space, note, distribution, formulated, number, respect] [figure] [image, similarity, large, corresponding, well]

Don't Just Listen, Use Your Imagination: Leveraging Visual Common Sense for Non-Visual Tasks
Lin, Xiao, Parikh, Devi

[pdf] [rank by tf-idf similarity to this]

[visual, common, sense, fitb, text, human, knowledge, dataset, textual, learning, baseline, understanding, answering, task, clipart, word, description, question, mike, semantic, jenny, describe, learnt, people, describing, test, oij, default, abstract, example, answer, mentioned, vision, evaluate, attribute, language, paraphrasing, generating, study, factual, generation, lpw, set, wrxyd] [performance, learn, training, representation, recognition, input, log] [object, generated, extract, generate, truth, average, three] [scene, approach, model, reasoning, ground, capture, described] [data, solve, base, random] [figure, relative, presence, second, mode] [image, corresponding, pair, well, leveraging]

Multiple Instance Learning for Soft Bags via Top Instances
Li, Weixin, Vasconcelos, Nuno

[pdf] [rank by tf-idf similarity to this]

[positive, bag, mil, soft, instance, separability, learning, supervised, datasets, prediction, expected, source, labeling, set, label, dataset, concept, annotation, separator, indicator, rule, semantic, study, popular, latent, example, evaluation, tlc, weakly, human] [negative, representation, top, svm, performance, feature, training, accuracy, table, setting, larger, max, better, learn, margin] [three, multiple, based, score, combinatorial, object] [fact, composition, procedure] [number, problem, theorem, note, function, proposed, vector, consider, method, linear, optimal, space, bound, support, convex, theoretical, data, solution, programming, empirical] [figure, conventional, small, uniform, generalized] [image, weighted, best, large, separable, weighting, consistent, benchmark, considered]

Query-Adaptive Late Fusion for Image Search and Person Re-Identification
Zheng, Liang, Wang, Shengjin, Tian, Lu, He, Fei, Liu, Ziqiong, Tian, Qi

[pdf] [rank by tf-idf similarity to this]

[search, dataset, learning, datasets, work, test, set, evaluation, relevant, collected, irrelevant] [feature, map, knn, global, effectiveness, table, performance, accuracy, cnn, effective, competitive, recognition, van] [score, three, weight, tail, late, object, multiple, average] [initial, performed, independent, require] [method, fusion, curve, graph, gist, parameter, rank, random, number, normalized, sparse, product, hamming, case, proposed] [figure, result, paper, robust, presented, sensitivity] [image, reference, bow, good, bad, query, area, sift, person, ukbench, database, nearest, neighbor, compare, impact, hsv, comparison, similarity, large, sorted, well, proportion, best, weighting, viper, matching, scale]

Shadow Optimization From Structured Deep Edge Detection
Shen, Li, Wee Chua, Teck, Leman, Karianto

[pdf] [rank by tf-idf similarity to this]

[learning, work, dataset, set, label, novel, prediction, uiuc, probability, colour] [structured, cnn, global, input, output, training, extracted, connected, learned, convolutional, learn, map, dapp, achieves, table] [edge, detection, boundary, groundtruth, framework, ucf, formulate, based, complex, propose, object, measure, moving, superpixel] [shadow, bright, ground, structure, volume, single, approach, labelling, detected, model, shd, cmu, capture, cast, neighbouring] [proposed, method, optimization, number, problem, data, algorithm] [figure, pixel, illumination, recovery, central, computer, robust] [local, image, region, patch, computed, june, compare, connectivity, canny, corresponding, spatial]

3D Deep Shape Descriptor
Fang, Yi, Xie, Jin, Dai, Guoxian, Wang, Meng, Zhu, Fan, Xu, Tiantian, Wong, Edward

[pdf] [rank by tf-idf similarity to this]

[learning, vision, description, set, noisy, dataset, visual, collection] [deep, neural, training, performance, feature, network, discriminative, representation, trained, learn, dnn, margin] [based, structural, target, object, three, group, entire] [shape, model, point, approach, modeling, surface] [kernel, covariance, analysis, machine, data, method, denotes, proposed, isometric, complexity, diffusion, distribution, matrix] [figure, computer, conference, noise, ieee, developed, international, component, robust, informative, result, blue, high, pattern] [descriptor, retrieval, geometric, heat, deepsd, heatsd, signature, incomplete, large, hks, comparison, encoder, heatsds, local, esd, concise, mcgill, dinosaur, query, shapegoogle, image, partial, invariant]

Fine-Grained Histopathological Image Analysis via Robust Segmentation and Large-Scale Retrieval
Zhang, Xiaofan, Su, Hai, Yang, Lin, Zhang, Shaoting

[pdf] [rank by tf-idf similarity to this]

[system, set, supervised, majority, relevant, analyze, category] [accuracy, table, training, performance, designed, extracted, testing, improve, compared, feature, level, design, conduct, van] [segmentation, detection, framework, based, precision, analyzing, truth, seed, segmented, propose, hierarchical, generate, including] [detected, ground, challenging] [hash, hashing, method, analysis, proposed, number, computational, ksh, repulsive, binary, gaussian, denotes, kernel, note, support, main] [robust, traditional, circle, half, accurate, ratio] [image, cell, histopathological, retrieval, scheme, medical, voting, lung, squamous, diagnosis, weighting, weighted, adenocarcinoma, mapped, cancer, cbir, comparing, breast, grading, large, spv, decided, tissue, clinical, microscopic, represents, distance]

Understanding Image Virality
Deza, Arturo, Parikh, Devi

[pdf] [rank by tf-idf similarity to this]

[virality, viral, content, attribute, reddit, human, dataset, understanding, visual, predict, vision, predicting, prediction, asked, study, category, title, popularity, datasets, work, set, sort, selected, annotated, task, people, correlated, highest, chance, familiar, marketing, textual, semantic, beautiful, perception, phenomenon, tend, create, amt, posted, test] [performance, accuracy, context, table, deep, svm, top, level] [score, correlation, multiple, temporal, complex, object, three, role] [social, qualitative] [random, machine, number, studied, experiment, data, explicit, time, consider] [relative, computer, figure, presence, intrinsic, conference, second, synthetically, equation] [image, pair, well, considered, difference, large]

Aligning 3D Models to RGB-D Images of Cluttered Scenes
Gupta, Saurabh, Arbelaez, Pablo, Girshick, Ross, Malik, Jitendra

[pdf] [rank by tf-idf similarity to this]

[instance, set, work, search, system, report, test, semantic, task, evaluate, sofa, understanding, bed, dataset, prediction] [performance, output, table, train, setting, network, coarse, trained, hha, chair, training, top, better, shallow, observe, accuracy, cnn, song] [object, segmentation, box, detection, truth, bounding, mask, recall, plot, placement, average] [model, pose, depth, ground, scene, alignment, tagree, cad, point, inferred, normal, indoor, approach, error, reasoning, align, guo, trainval, occluded] [data, algorithm, number, problem, note, method, proposed, support, consider, missing, upper] [estimate, synthetic, figure, pixel, real, small] [image, region, metric, large]

Classifier Adaptation at Prediction Time
Royer, Amelie, Lampert, Christoph H.

[pdf] [rank by tf-idf similarity to this]

[adaptation, prediction, test, label, feedback, work, domain, vision, natural, rnd, system, adapting, bandit, learning, txt, correct, set, rabbit, adapt, create, semantically, semantic, example, common, visual, occur, differs, probability, unsupervised, watch] [class, training, setting, imagenet, accuracy, recognition, cnn, convolutional, feature, achieve, context, table] [online, object, based, dynamic, situation, walk, sequence, adaptive, three, framework] [error, fact, realistic, probabilistic, current] [data, distribution, time, random, machine, base, underlying, method, update, problem, vector, optimal] [computer, conference, estimate, figure, real, assume, international, ieee, length] [image, change, difference, large, compute, well]

Three Viewpoints Toward Exemplar SVM
Kobayashi, Takumi

[pdf] [rank by tf-idf similarity to this]

[positive, category, novel, vision, dataset, set, learning, irrelevant] [exemplar, svm, feature, negative, performance, margin, recognition, table, training, discriminative, smaller, hog, exsvm, apply, ensemble, larger, input, unit, svms] [object, target, detection, based, three, score, measure, multiple] [detected, scene, viewpoint, described] [sample, vector, method, proposed, original, number, formulation, parameter, support, regularization, linear, min, problem, case, note, kernel, computation, required, pass, matrix, manner, corresponds, simply, reduced, form] [computer, conference, pattern, ieee, second, lagrangian, small, international, figure] [similarity, transformation, applied, image, large, transform, distance, well, transformed]

Curriculum Learning of Multiple Tasks
Pentina, Anastasia, Sharmanska, Viktoriia, Lampert, Christoph H.

[pdf] [rank by tf-idf similarity to this]

[learning, task, seqmt, transfer, vision, human, learner, mergedsvm, study, knowledge, baseline, choosing, test, easiest, attribute, awa, seal, adaptation, automatically, question, multiseqmt, hardest, chimpanzee, work, hyperplane, side, domain, hard, giant, european, expected, learing, diversity, semantic, advantageous] [performance, training, learn, class, better, table, generalization, effective, previous, svm, sharing, feature, achieve] [multiple, weight, average, based, sequence, adaptive, propose, object, performs] [error, model, approach, term, hand, single] [order, algorithm, machine, data, proposed, solving, random, bound, linear, method, solved, solve, case, idea, form] [conference, computer, international, figure, high, assume] [best, corresponding, rate, compare, image]

Learning With Dataset Bias in Latent Subcategory Models
Stamos, Dimitris, Martelli, Samuele, Nabi, Moin, McDonald, Andrew, Murino, Vittorio, Pontil, Massimiliano

[pdf] [rank by tf-idf similarity to this]

[datasets, dataset, visual, latent, learning, set, positive, test, car, task, work, common, perform, provided] [training, lsm, subcategory, lsms, undoing, standard, improvement, trained, lcsm, concatenation, negative, performance, learn, class, loss, setting, multitask, compound, better, dpms, svms, smaller, table, max, testing, previous] [object, weight, average, multiple, framework, detection, based, three] [model, initialization, single, point, term, approach, error, independent, step] [method, function, objective, case, vector, convex, number, problem, linear, clustering, parameter, data, note, solution, machine, simply, cluster, suboptimal, special, optimization, journal] [bias, biased, figure, computer, presented, relative, paper, extend] [good, well, corresponding, large, local]

VisKE: Visual Knowledge Extraction and Question Answering by Visual Verification of Relation Phrases
Sadeghi, Fereshteh, Kumar Divvala, Santosh K., Farhadi, Ali

[pdf] [rank by tf-idf similarity to this]

[relation, visual, knowledge, eating, horse, dog, man, bear, language, phrase, lion, laying, egg, sofa, river, set, icecream, pushing, cat, viske, conceptnet, subject, devouring, bird, relationship, work, text, learning, answering, verifying, salmon, web, question, openie, svo, rabbit, woman, elephant, sheep, involved, snake, system, common, consistency, dataset, semantic, sun, focused, frog, validity] [feature, performance, trained, extracting, grass, context, table, better] [object, appearance, extraction, box, detection, based, precision, action, indicates, bounding] [approach, model, reasoning] [problem, number, method, form, graph, base, case] [figure, pattern, relative, reveals] [spatial, true, large, person, well, difference]

Discovering States and Transformations in Image Collections
Isola, Phillip, Lim, Joseph J., Adelson, Edward H.

[pdf] [rank by tf-idf similarity to this]

[collection, set, noun, relevant, discovering, adjective, vision, test, sliced, visual, system, cooked, fresh, apple, dataset, semantic, generalize, work, melted, unripe, goal, antonym, knowledge, discovery, novel, ripe, understanding, example, transfer, physical, variety, include, selected, door, undergo, wilted, discovered, ranking, moldy, task, chance, discover, scraped, antonymic, chocolate, attribute] [training, performance, raw, recognition, parsing, feature, neural, map, accuracy, class, crf, input, percent] [state, object] [room, scene, fall, depicted] [method, order, problem, data, consider, space, journal] [computer, figure, ieee, conference, pattern, international, material, equation, paper] [image, transformation, similarity, well, query, dissimilar, transformed, large]

Parsing Occluded People by Flexible Compositions
Chen, Xianjie, Yuille, Alan L.

[pdf] [rank by tf-idf similarity to this]

[vision, people, set, human, dataset, type, work, labeled, diagnostic, learning] [recognition, connected, standard, training, parsing, performance, convolutional, learn, max, neural] [score, evidence, object, appearance, wij, detection, node, state, multiple] [model, occlusion, tij, decoupling, visible, full, graphical, pose, body, composition, subtree, dependent, occluded, inference, approach, waf, idod, aop, pcp, absence, tji, prior, location, term, neighboring, modeling, estimation, wji, idpr, mixture, mgn, single] [graph, pairwise, base, number, method, suitable, space, lemma, form] [computer, pattern, figure, bias, relative, conference, presence, international, equation, measurement] [image, spatial, local, best, connectivity, computed]

Modeling Video Evolution for Action Recognition
Fernando, Basura, Gavves, Efstratios, Oramas, Jose M., Ghodrati, Amir, Tuytelaars, Tinne

[pdf] [rank by tf-idf similarity to this]

[ranking, learning, dataset, human, work] [representation, recognition, learn, fisher, training, table, feature, better, map, discriminative, pooling, generalization, improved, observe, applying, capturing, size, class, apply] [video, videodarwin, action, temporal, evolution, appearance, average, frame, based, moving, cooking, forward, reverse, gesture, fdvd, mpii, rfdvd, mbh, propose, score, trajectory, combined, precision] [capture, independent, ordering, modeling, model, approach] [time, function, vector, method, linear, valued, rank, data, order, proposed, kernel, machine, denoted] [figure, varying, motion, stability, relative] [local, compute, well, large, dense, similarity, applied]

Small Instance Detection by Integer Programming on Object Density Maps
Ma, Zheng, Yu, Lei, Chan, Antoni B.

[pdf] [rank by tf-idf similarity to this]

[set, vision, test, people, dataset, instance, baseline, datasets] [map, training, sliding, window, global, feature, input, size, ucsd, performance, table, better, detector, train, output, learned] [density, detection, object, counting, bounding, count, box, integer, crowded, framework, individual, truth, average, crowd, video, segmentation, recall, propose, divided] [ground, location, approach, challenging, model, viewpoint] [number, method, programming, proposed, vector, constraint, problem, function, maximum, mapping, codebook] [small, estimated, computer, estimate, figure, ieee, pattern, total, roi, perspective, pixel, accurate, international, synthetic] [image, local, cell, large, distance, corresponding, matching]

Weakly Supervised Localization of Novel Objects Using Appearance Transfer
Rochan, Mrigank, Wang, Yang

[pdf] [rank by tf-idf similarity to this]

[novel, familiar, learning, word, weakly, labeled, vision, work, set, transfer, knowledge, supervised, semantic, collection, annotated, dataset, goal, car, visual, cat, bird, horse, dog, cow, embedding, transferring, collect, boat, european, processing, datasets, access, subset] [pascal, class, table, voc, learned, feature, train, imagenet, training, learn, apply] [object, appearance, bounding, box, localize, video, propose, combined, based, corloc, edge, combination, proposal] [model, approach, term, localization, reconstruction] [method, vector, data, linear, denote, algorithm, parameter, number, proposed, consider, machine] [computer, conference, ieee, pattern, figure, international, society, assume] [image, large, compare]

Data-Driven 3D Voxel Patterns for Object Category Recognition
Xiang, Yu, Choi, Wongun, Lin, Yuanqing, Savarese, Silvio

[pdf] [rank by tf-idf similarity to this]

[dataset, test, hard, set, car, associated, evaluation, category, evaluate, visual] [recognition, training, dpm, table, train, validation, trained, detector, accuracy, class, testing, compared, jointly, feature, build, acf] [object, detection, segmentation, mask, bounding, average, truth, appearance, moderate, overlap, based, box, detect, occluder, three] [voxel, occlusion, kitti, occluded, model, cad, localization, pose, visibility, orientation, visible, reasoning, ground, approach, depth, ordering, voxels, detected, shape, estimation, outdoorscene, truncation, cuboid] [method, truncated, clustering, easy, data, explicit, number, note, proposed] [figure, estimating, handle] [image, benchmark, similarity, well, large]

A Novel Locally Linear KNN Model for Visual Recognition
Liu, Qingfeng, Liu, Chengjun

[pdf] [rank by tf-idf similarity to this]

[test, dataset, visual, learning, popular, vision, rule, selected, relation, novel, evaluate] [representation, training, recognition, power, class, knn, performance, table, achieve, discriminative, effectiveness, decision, fisher, improve, caltech, global, highly, max, size, accuracy, comparable] [based, density, action, object, grouping, bayes, propose] [model, face, scene, indoor, estimation, error] [proposed, sample, method, linear, vector, llknnc, shifted, llnmc, kernel, parameter, sparse, dimension, experimental, sensitiveness, data, llknn, note, arg, minimum, analysis, number, approximate, largest, sparsity, journal] [pattern, ieee, computer, conference, equation, international] [nearest, locally, dictionary, transformation, image, applied, ideal, tar, derived, demonstrate, spatial]

Classifier Learning With Hidden Information
Wang, Ziheng, Ji, Qiang

[pdf] [rank by tf-idf similarity to this]

[learning, secondary, versus, primary, exploit, lir, existing, relationship, privileged, humpback, cat, side, seal, rat, giant, rpr, baseline, persian, chimpanzee, hippopotamus, panda, set, label, leopard, raccoon, whale, task, predicted, test, statistically, type, predict, student, human] [hidden, training, loss, feature, performance, better, improve, classify, learn, improvement, standard, margin, combine, svm, testing, input, recognition, train] [action, object, target, strong, based, truth] [facial, term, approach, face, ground, expression] [proposed, regularization, method, data, inequality, problem, parameter, function, binary, original, empirical, number, case, represented] [preserving, paper, pig, assumption, generally, figure, total] [image, compare, incomplete]

Best of Both Worlds: Human-Machine Collaboration for Object Annotation
Russakovsky, Olga, Li, Li-Jia, Fei-Fei, Li

[pdf] [rank by tf-idf similarity to this]

[human, vision, annotation, system, user, set, labeling, probability, requester, utility, correct, budget, visual, mdp, question, draw, instance, tight, answer, task, expected, feedback, learning, active, crowdsourcing, labeled, label, correspond, dataset, european, annotated, predicting, engineering, returned] [recognition, class, accuracy, input, table, response, training, effective, decision] [object, box, detection, bounding, precision, action, multiple, transition, average, iou, cost, framework, principled, state, crowd] [model, current, scene, error] [time, data, number, method, machine, analysis] [computer, pattern, figure, conference, international, quality, yellow, accurately, desired, ieee, accurate] [image, compute, computing, computed]

Learning Graph Structure for Multi-Label Image Classification via Clique Generation
Tan, Mingkui, Shi, Qinfeng, van den Hengel, Anton, Shen, Chunhua, Gao, Junbin, Hu, Fuyuan, Zhang, Zhen

[pdf] [rank by tf-idf similarity to this]

[label, set, learning, relevant, active, prediction, knowledge, identify, conditional] [performance, loss, max, feature, table, neural, output, learned, learn, structured, cnn, stochastic, pascal, better, map, input] [propose, based] [scene, structure, tree, model, capture, joint, approach, graphical, inference, probabilistic] [data, graph, problem, cgm, method, solving, hamming, clique, arg, number, dual, random, proposed, objective, chowliu, algorithm, plem, ssvm, vector, multilabel, min, convex, plst, solve, sparse, mmoc, lead, update, solution, binary, mapping, denotes, programming, note, proximal, exploiting, coding, basic, optimization, sparsity, constraint] [figure, synthetic, ieee, adopt] [image, comparison]

Watch and Learn: Semi-Supervised Learning for Object Detectors From Video
Misra, Ishan, Shrivastava, Abhinav, Hebert, Martial

[pdf] [rank by tf-idf similarity to this]

[labeled, set, labeling, learning, label, purity, dataset, test, automatically, ssl, work, diverse, datasets, esvms, annotated, esvm, semantic, subset, decorrelated, unlabeled, positive, visual, weakly, relevance, boot, existing] [training, input, feature, trained, performance, negative, train, detector, eigen] [object, detection, tracking, video, bounding, multiple, box, long, recall, average, reliable, virat, start, truth, track, frame] [approach, kitti, ground, pose, initial, drift] [data, algorithm, iteration, method, selection, sparse, iteratively, lsvm, random, outlier, number] [figure, high, assume, motion] [image, large, good, sparsely, false, scale, compute]

Virtual View Networks for Object Reconstruction
Carreira, Joao, Kar, Abhishek, Tulsiani, Shubham, Malik, Jitendra

[pdf] [rank by tf-idf similarity to this]

[test, vision, collection, set, visual, work, prediction, semantic] [network, training, recognition, class, deep, feature, pascal, better, additional, convolutional, neural, voc] [object, target, multiple, segmentation, based, propose, truth, detection] [reconstruction, shape, viewpoint, alignment, pose, single, structure, rigid, sfm, ground, point, align, extrapolated, mirrored, reconstruct] [factorization, euclidean, data, analysis, missing, proposed, machine, matrix, algorithm, method] [computer, ieee, pattern, conference, synthetic, figure, motion, robust, accurate, international, assume, inliers, assuming, reconstructed, observation] [image, matching, nearest, virtual, distance, neighbor, keypoints, grid, view, docking, dense, vvn, compute, computed, sift, large]

Efficient Label Collection for Unlabeled Image Datasets
Wigness, Maggie, Draper, Bruce A., Ross Beveridge, J.

[pdf] [rank by tf-idf similarity to this]

[labeling, label, effort, visual, hcgl, concept, active, labeled, learning, subset, set, human, supervised, evaluation, mkml, unlabeled, collected, process, collecting, latency, dataset, existing, system, vision, annotator, selected, collection, majority, msrc, discovery] [training, performance, accuracy, class, fully, train, feature, higher] [group, hierarchical, structural, multiple, object, grouping, path, three] [represent, single, ordering, scene, approach, provide, structure, introduced, autonomous] [data, clustering, largest, iteratively, number, selection, cluster, order, binary] [figure, computer, noise, pattern, conference, technique, international, length, high, result] [image, change, large, dominating, benchmark, local, comparison, guided, match, performing]

Learning to Segment Under Various Forms of Weak Supervision
Xu, Jia, Schwing, Alexander G., Urtasun, Raquel

[pdf] [rank by tf-idf similarity to this]

[semantic, weak, set, learning, supervised, labeled, weakly, label, tag, test, work, refer, dataset, unlabeled, evaluate, interactive, report, evaluation, incorporating, ilt, task] [supervision, accuracy, class, training, setting, feature, performance, fully, level, parsing, standard, loss, size, smaller] [bounding, segmentation, box, object, assigned, appearance, foreground, inferring, truth] [inference, full, scene, approach, model, challenging, ground, single, program, fact] [matrix, note, form, data, linear, number, vector, sample, assignment, constraint, algorithm, geodesic, case, optimization, binary, random, method, optimal, respect] [ratio, second, pixel, figure] [image, partial, large, well]

Towards Open World Recognition
Bendale, Abhijit, Boult, Terrance

[pdf] [rank by tf-idf similarity to this]

[open, set, learning, incremental, system, ncm, nno, vision, risk, visual, work, evaluation, incrementally, probability, labeled, closed, novel, process, manage, add, dataset, measurable, protocol, label, existing, novelty] [recognition, training, class, testing, performance, feature, svm, imagenet, accuracy, additional, learned, standard, learn, neural] [object, based, detection, multiple] [model, provide, approach, cap] [space, function, number, algorithm, machine, vector, data, scalable, proposed, problem, support, update, time, consider, solution, thresholding, analysis, theorem] [unknown, computer, pattern, ieee, conference, paper, robust, handle] [nearest, metric, scale, large, image, distance, transformed]

Fast 2D Border Ownership Assignment
Teo, Ching, Fermuller, Cornelia, Aloimonos, Yiannis

[pdf] [rank by tf-idf similarity to this]

[prediction, dataset, vision, set, visual, example, predict, natural, predicted] [structured, contour, training, top, feature, input, accuracy, compared, decision, table, previous, learn] [ownership, border, boundary, extremal, bsds, edge, token, foreground, object, srf, grouping, detection, segmentation, target, gestalt, background, oriented, key, cue, detect] [depth, approach, indoor, orientation, ground, torque, step, closure, shape, structure, split, tree, capture, occlusion] [spectral, basis, random, assignment, principal, note, data, number, tangent, order, proposed] [computer, spiral, figure, simple] [image, local, patch, derived, gradient, corresponding, pca]

Joint Inference of Groups, Events and Human Roles in Aerial Videos
Shu, Tianmin, Xie, Dan, Rothrock, Brandon, Todorovic, Sinisa, Chun Zhu, Song

[pdf] [rank by tf-idf similarity to this]

[human, people, latent, work, dataset, learning, baseline, noisy, existing, set, label, source] [recognition, log, parsing, training, extracted, level, representation, accuracy, jointly] [event, group, tracking, role, video, spatiotemporal, foreground, object, temporal, box, exchange, based, recognizing, trajectory, bounding, activity, dynamic, subtraction, assigned, three, background, grouping, info, assign, viewed, detection, tracklets] [inference, template, social, scene, prior, model, approach, joint, infer, represent] [assignment, time, graph, method, optimal, pairwise] [small, result, ieee, figure, camera] [aerial, large, spatial, illustrated, best, corresponding]

Salient Object Detection via Bootstrap Learning
Tong, Na, Lu, Huchuan, Ruan, Xiang, Yang, Ming-Hsuan

[pdf] [rank by tf-idf similarity to this]

[weak, learning, dataset, set, visual, svo, test, labeled, perform] [map, channel, training, performance, input, feature, boosting, learned] [saliency, salient, detection, strong, based, bootstrap, object, dark, recall, precision, wco, asd, multiple, background, dsr, generate, gmr, cbsal, foreground, lrmr, superpixels, generated, truth, detect, sod, propose, measure, average, threshold, weight] [model, ground, prior, approach] [proposed, method, algorithm, graph, number, binary, note, kernel, cut, constructed] [figure, pixel, color] [image, region, computed, construct, compute, local, well]

Joint Action Recognition and Pose Estimation From Video
Xiaohan Nie, Bruce, Xiong, Caiming, Zhu, Song-Chun

[pdf] [rank by tf-idf similarity to this]

[human, learning, dataset, label, example, relation, set] [recognition, feature, training, accuracy, train, trained, performance, learn, root, representation, discriminative, table] [action, score, video, appearance, detection, three, temporal, penn, frame, truth, terminal, node, framework, based, transition, decomposed, aog, interest, hierarchical] [pose, estimation, model, represent, single, inference, ground, deformation, mixture, adjacent, smoothness, graphical, capture, joint, occlusion] [method, number, represented, graph, data] [motion, component, small, figure, directly] [image, large, best, geometric, distance, dense]

HC-Search for Structured Prediction in Computer Vision
Lam, Michael, Rao Doppa, Janardhan, Todorovic, Sinisa, Dietterich, Thomas G.

[pdf] [rank by tf-idf similarity to this]

[search, learning, label, vision, work, labeling, prediction, semantic, dataset, set, ranking, natural] [performance, training, learned, stanford, loss, structured, previous, connected, learn, accuracy, table, ybest, output, larger, apply, feature, context, input] [heuristic, segmentation, state, cost, dagger, object, background, candidate, nematocyst, berkeley, successor, detection, imitation, superpixel, edge, ucm, truth, generate, superpixels, score, generated, flipbit, threshold, branching, hierarchical] [depth, scene, error, initial, approach, inference, step, single, current, ground, estimation] [function, space, time, bound, number, greedy, exact, upper, algorithm, method, machine, energy, journal, oracle] [computer, figure, robust, relative] [best, image, randomized, good, true]

First-Person Pose Recognition Using Egocentric Workspaces
Rogez, Gregory, Supancic, III, James S., Ramanan, Deva

[pdf] [rank by tf-idf similarity to this]

[set, work, add, human, noisy] [feature, training, map, recognition, svm, global, size, performance, previous, additional, implement, classifying] [egocentric, generate, object, detection, tracking, correctly, weight, score, background, plot] [depth, hand, pose, voxels, volumetric, quantized, workspace, volume, model, joint, estimation, binarized, front, cloud, voxel, approach, coordinate, single, manipulating, visible, interacting, capture, manipulated, fall, body, allows] [data, binary, sparse, linear, tensor, note, vector] [camera, figure, synthetic, perspective, simple, spherical, computer, pixel, varying, orthographic, conference, international, produce, ieee] [image, arm, local, corresponding, grid, outperforms, cvpr, virtual, large, compare, vary]

MUlti-Store Tracker (MUSTer): A Cognitive Psychology Inspired Approach to Object Tracking
Hong, Zhibin, Chen, Zhe, Wang, Chaohui, Mei, Xue, Prokhorov, Danil, Tao, Dacheng

[pdf] [rank by tf-idf similarity to this]

[set, visual, processing, store, learning, evaluation, active, process] [output, feature, performance, input, neural, trained, top, response] [memory, tracking, target, based, object, tracker, muster, appearance, correlation, long, icf, threshold, background, precision, updated, kcf, forgetting, success, retention, integrated, online, employ, survival, plot, meem, strength, employed, struck, tracked, shortterm, bounding, adaptive, ootb, frame] [model, estimation, occlusion, control, detected] [proposed, ransac, number, curve, consider, original, conducted, kernel] [robust, component, figure, relative, result, inside, maintain, second] [keypoints, keypoint, matching, image, database, matched, scale, consists, large, nearest, local, best, corresponding, stable, benchmark, filter]

Symmetry-Based Text Line Detection in Natural Scenes
Zhang, Zheng, Shen, Wei, Yao, Cong, Bai, Xiang

[pdf] [rank by tf-idf similarity to this]

[text, icdar, natural, character, dataset, swt, positive, symmetrical, evaluation, reading, probability, work, novel, neumann, datasets] [feature, training, recognition, level, representation, performance, testing, standard, connected, higher, deep, advantage, achieves] [detection, bounding, based, recall, appearance, stroke, multiple, extraction, truth, detecting, precision, middle, group] [scene, challenging, ground, template, height, localization] [proposed, algorithm, low, method, number] [symmetry, rectangle, property, axis, ieee, figure, robust, conventional, directly, handle, color, removal, component, pixel, computer] [image, false, mser, region, local, compute, texture, scale, difference]

Understanding Image Structure via Hierarchical Shape Parsing
Liu, Xian-Ming, Ji, Rongrong, Wang, Changhu, Liu, Wei, Zhong, Bineng, Huang, Thomas S.

[pdf] [rank by tf-idf similarity to this]

[visual, vision, human, search, learning, collection, perform, exploring, unsupervised, understanding, example, probability, parse] [parsing, feature, pooling, representation, level, structured, selective, table, performance, recognition, larger, compared, top, improve, pyramid, exemplar, convolutional, better, build, inspired, neural] [hierarchical, edge, object, structural, detection, objectness, appearance, based, node, recall, parsed, complex, superpixels, cognitive, indicates, performs, saliency] [tree, structure, shape, scene, building, approach, inference] [proposed, method, number, algorithm, space, analysis, markov, machine, journal] [computer, figure, ieee, pattern, conference, international, paper, component] [image, scale, matching, region, spatial, local, well, corresponding]

Object Proposal by Multi-Branch Hierarchical Segmentation
Wang, Chaoyang, Zhao, Long, Liang, Shuang, Zhang, Liqing, Jia, Jinyuan, Wei, Yichen

[pdf] [rank by tf-idf similarity to this]

[learning, search, process, set, strategy, work, evaluate, automatic, positive, test] [stage, performance, training, train, loss, pascal, top, achieves, effective, generic, validation, negative, map, increase, previous, compared, setting] [object, merging, proposal, segmentation, recall, iou, hierarchical, branch, detection, complementary, branching, gop, threshold, bing, gls, multiple, merged, score, propose, segment, auc, box, truth, start, bounding, weight, svalid, based, strain] [initial, approach, starting, ground, neighboring, composition, structure] [greedy, number, method, algorithm, linear, order, curve, machine, university, journal] [degree, figure, small, computer] [image, rate, area, large, pair, best, comparison]

Discriminative Shape From Shading in Uncalibrated Illumination
Richter, Stephan R., Roth, Stefan

[pdf] [rank by tf-idf similarity to this]

[learning, dataset, test, set, prediction, natural, work, address, evaluate, datasets, aim] [training, map, input, discriminative, mit, performance, contour, output, feature, context, trained] [object, strong, correlation] [surface, shape, silhouette, normal, approach, regression, single, estimation, model, point, realistic, allows, modeling, evaluated, environment, drel, forest, medial, occluding] [data, method, gaussian, time, directional, convex, consider, distribution] [illumination, shading, synthetic, lighting, integrability, estimate, intrinsic, component, color, direction, real, unknown, estimated, estimating, white, relative, second, pixel, texton, uniform, figure, barron, photometric, sphere, light] [image, spatial, distance, local, well, scale]

High-Fidelity Pose and Expression Normalization for Face Recognition in the Wild
Zhu, Xiangyu, Lei, Zhen, Yan, Junjie, Yi, Dong, Li, Stan Z.

[pdf] [rank by tf-idf similarity to this]

[vision, learning, trend, type, evaluate] [recognition, performance, table, identity, accuracy, feature, frontal, deep, contour, level, discriminative] [propose, boundary, based, appearance, adaptive, surrounding] [face, pose, expression, facial, landmark, hpen, model, invisible, shape, morphable, marching, fitting, neutral, depth, robustness, adjusted, yaw, step, editing, visibility] [method, normalized, original, data, analysis, proposed, machine, linear] [ieee, computer, pattern, conference, detail, international, figure, assumption, estimated, poisson, illumination, robust, caused, preserving, estimate] [image, normalization, region, database, unconstrained, large, lfw, corresponding, anchor, ddml, demonstrate, pca, correspondence]

Effective Learning-Based Illuminant Estimation Using Simple Features
Cheng, Dongliang, Price, Brian, Cohen, Scott, Brown, Michael S.

[pdf] [rank by tf-idf similarity to this]

[set, work, evaluation, natural, subset] [training, performance, table, feature, input, ensemble, better, output, trained, van, reported] [based, truth, average, including, three, group, framework] [regression, tree, estimation, rgb, error, scene, ground, approach, surface, evaluated, model] [data, method, proposed, number, time, spectral, space] [color, chromaticity, illuminant, illumination, constancy, camera, gamut, figure, simple, median, josa, estimated, mode, angular, result, laboratory, palette, sfu, corrected, paper, learningbased] [image, best, local, statistical, comparison, bayesian, compare, fast, good]

Image Specificity
Jas, Mainak, Parikh, Devi

[pdf] [rank by tf-idf similarity to this]

[sentence, baseline, vision, description, visual, people, sim, predicted, predict, dataset, human, textual, automated, search, study, word, content, set, describing, describe, association, category, evaluation, specificity, automatically, beat, automatic, tend, learning, predicting, associated, memorability, generating, correlated, semantic] [recognition, training, train, better, neural] [target, correlation, multiple, average, object, score, measure, based] [approach, model, scene, described] [rank, number, note, computational, low] [conference, computer, ieee, figure, pattern, international, high] [image, similarity, query, reference, auto, computed, database, retrieval, variance, consistent]

Space-Time Tree Ensemble for Action Recognition
Ma, Shugao, Sigal, Leonid, Sclaroff, Stan

[pdf] [rank by tf-idf similarity to this]

[set, human, word, discover, discovered, discovering, mining, mined, latent, appear, search, positive] [discriminative, performance, training, learned, recognition, class, smaller, larger, root, ensemble, frequent, pooling, representation, table, testing, svm] [action, video, highfive, temporal, stss, hierarchical, node, average, edge, sts, eij, movement, segmentation, hug, box, bounding, combination, propose, kiss, recall, wang] [tree, body, model, inference, approach, structure, procedure, single, vertex] [graph, compact, number, method, clustering, exact, note, space, pairwise, cluster, fusion] [small, figure, simple] [spatial, matching, best, partial, large, pair, vocabulary, matched, computed, match]

Fast and Accurate Image Upscaling With Super-Resolution Forests
Schulter, Samuel, Leistner, Christian, Bischof, Horst

[pdf] [rank by tf-idf similarity to this]

[learning, set, work, task, evaluate, domain, vision, include, evaluation, prediction] [training, learn, input, output, standard, feature, factor, table, size, better, investigate] [node, framework, detection, average, based] [single, regression, model, leaf, forest, inference, approach, tree, typically, sisr, depth, operates, yang] [random, linear, data, function, problem, time, objective, sparse, parameter, mapping, space, number, regularization, coding, basis, sample, encoding, proposed, method] [figure, quality, superresolution, direct, constant, computer, simple, upsampling, directly] [image, dictionary, upscaling, splitting, psnr, fast, well, rfl, neighborhood, anr, coupled, compare, locally, srcnn, comparison, bicubic, anchored]

Label Consistent Quadratic Surrogate Model for Visual Saliency Prediction
Luo, Yan, Wong, Yongkang, Zhao, Qi

[pdf] [rank by tf-idf similarity to this]

[learning, visual, dataset, human, knowledge, set, prediction, label, vision, datasets, existing, predict, evaluation, process, natural, processing, leverage, sauc, osie] [training, width, feature, mit, learn, learned, trained, discriminative, map, better, neural, performance] [saliency, online, based, eye, object, itti, attention, tracking, gbvs] [model, prior, scene, ground] [sparse, proposed, algorithm, machine, quadratic, surrogate, lcqs, update, min, convergence, gaussian, arg, analysis, method, problem, sample, journal, function, number, regularization, data, matrix, basis, solution] [ieee, blur, computer, pattern, conference, bias, center, international, conventional, figure] [dictionary, image, consistent, cross, compute, large, computed, leveraging, corresponding, scale]

Early Burst Detection for Memory-Efficient Image Retrieval
Shi, Miaojing, Avrithis, Yannis, Jegou, Herve

[pdf] [rank by tf-idf similarity to this]

[visual, search, set, evaluate, dataset, strategy, representative, concept, focus, evaluation] [feature, size, performance, connected, factor, map, table, representation, larger, gain, conduct] [group, detection, three, object, cost, memory, detect, hierarchical] [initial, model, orientation, approach, position] [kernel, number, spectral, clustering, asymmetric, method, symmetric, function, normalized, product, inverted, matrix, quantization, proposed, hamming, vector] [figure, shift, component] [image, burst, scale, descriptor, large, local, retrieval, query, vlad, vocabulary, similarity, isolated, matching, bursty, burstiness, imbalance, early, oxford, patch, remaining, aggregation, aggregated, quick, match, geometrical, database, compute]

Multi-View Feature Engineering and Learning
Dong, Jingming, Karianakis, Nikolaos, Davis, Damek, Hernandez, Joshua, Balzer, Jonathan, Soatto, Stefano

[pdf] [rank by tf-idf similarity to this]

[vision, test, learning, probability, evaluation, instance, predicted] [training, performance, feature, representation, better, hog, detector, accuracy] [multiple, object, density, group] [scene, reconstruction, point, orientation, surface, single, ground, viewpoint, model, step, joint, shape] [approximation, function, sample, number, distribution, machine, random, complexity, respect, analysis, dependency, approximate, time] [computer, ieee, pattern, conference, excitation, planar, real, requires, synthetic, parallel, translation, intrinsic, plane, minimal] [image, descriptor, spatial, ideal, local, nuisance, computed, daisy, dense, surf, variability, gradient, correspondence, compute, marginalized, compare, marginalization, distance, invariant, sampling, aggregation, scale, area, histogram]

BOLD - Binary Online Learned Descriptor For Efficient Image Matching
Balntas, Vassileios, Tang, Lilian, Mikolajczyk, Krystian

[pdf] [rank by tf-idf similarity to this]

[set, positive, learning, correct, subset, dataset, test] [global, performance, feature, discriminative, table, class, learned, negative, better, training, intra, compared] [online, based, extraction, tracking, object, generated, generate] [error, approach] [binary, optimized, proposed, optimization, hamming, number, selection, random, method, minimize, computational, low, dimensionality, matrix, distribution] [figure, high, simple, robust, intensity, ieee] [descriptor, patch, globally, matching, rate, sift, variance, bold, distance, binboost, image, adapted, surf, large, local, locally, best, orb, false, discriminant, yosemite, demonstrate, dbrief, stable, implementation, masked, true]

Robust Multi-Image Based Blind Face Hallucination
Jin, Yonggang, Bouganis, Christos-Savvas

[pdf] [rank by tf-idf similarity to this]

[work, latent, predicted, set, example, association, learning] [performance, log, previous, generic, max, table, map, training, better, feature, size, improve, global] [multiple, combination, based, viewed, combined, framework, tracking, background] [face, prior, estimation, posterior, model, facial, mixture, single, holistic, approach] [kernel, proposed, covariance, gaussian, method, updating, bound, lower, distribution, note, arg, subspace, number, constraint, optimizing, normalized, special] [estimated, ieee, robust, blind, simulated, real, estimate, paper, figure, observation, observed, deblurring, assumed] [blurring, pca, image, mppca, transformation, hallucination, registration, initialized, database, const, comparison, local, patch, hmrf, est, represents, psnr, applied]

Face Alignment by Coarse-to-Fine Shape Searching
Zhu, Shizhan, Li, Cheng, Change Loy, Chen, Tang, Xiaoou

[pdf] [rank by tf-idf similarity to this]

[set, dataset, test, search, subset, learning] [feature, training, stage, accuracy, learn, zhu, performance, deep, hybrid, coarse, setting] [framework, based, candidate, weight, appearance, detection, including] [shape, searching, cascaded, regression, face, error, alignment, facial, initialisation, probabilistic, approach, initial, pose, challenging, averaged, xij, model, sdm, regressed, landmark, dominant, helen, lbf, cfan, regressors, rcpr, drmf, lfpw, ced] [method, proposed, distribution, space, random, practical, algorithm, time, number, problem, vector, sample] [estimate, robust, center, conventional, speed, accurate, estimated, estimating] [local, sift, comparison, large, early, worth, outperforms, best, subsequent, region]

Interaction Part Mining: A Mid-Level Approach for Fine-Grained Action Recognition
Zhou, Yang, Ni, Bingbing, Hong, Richang, Wang, Meng, Tian, Qi

[pdf] [rank by tf-idf similarity to this]

[human, mining, set, dataset, semantic, novel] [performance, discriminative, recognition, representation, pooling, feature, detector, apply, max, better, achieves, training, top, fisher, extracted, accuracy, achieve, table, improved] [interaction, action, object, video, activity, daily, mpii, detection, candidate, cooking, msr, propose, based, appearance, tak, weight, proposal, segmentation, utilize, generate, frame, score, trajectory, edge, background, skeleton, localized, foreground, seeding, fro] [approach, model, depth, free, represent, formation, holistic] [method, graph, proposed, explicit, number, form, algorithm, vector, sample, parameter] [motion, figure] [dense, large, computed, region, image, compare, matching, consistent]

Traditional Saliency Reloaded: A Good Old Model in New Shape
Frintrop, Simone, Werner, Thomas, Martin Garcia, German

[pdf] [rank by tf-idf similarity to this]

[system, visual, human, evaluation, vision] [feature, map, pyramid, performance, layer, smoothing, global, designed] [saliency, object, salient, contrast, invt, based, detection, surround, attention, twin, measure, segmentation, eye, proposal, itti, three, turned, precise, average, integration, arithmetic, suited, recall] [approach, location, model, structure, prior, current] [method, computation, space, corresponds, fusion, original, data, basic, computational] [color, center, intensity, theory, mobile, figure, simple, elegant, separation, ratio, high] [image, compute, well, large, good, region, outperforms, local, scale, benchmark, weighting, weighted]

Semantics-Preserving Hashing for Cross-View Retrieval
Lin, Zijia, Ding, Guiguang, Hu, Mingqing, Wang, Jianmin

[pdf] [rank by tf-idf similarity to this]

[set, semantic, learnt, supervised, learning, text, probability, predicted, unseen, instance, provided, vision, novel, work, wiki, dataset] [training, performance, size, learn, feature, output, learns, recognition, better, previous, effective] [propose, utilize] [regression, model, probabilistic] [hash, seph, hashing, code, kernel, data, hamming, proposed, logistic, matrix, formula, vector, optimal, binary, distribution, function, objective, minimizing, space, note, bit, mirflickr, largest, cmfh, transforming, derive, approximates] [conference, observed, international, quality, computer, acm, length, ieee, pattern] [query, corresponding, retrieval, sampling, image, view, well, database, preserve, similarity, benchmark, derived, calculated]

SUN RGB-D: A RGB-D Scene Understanding Benchmark Suite
Song, Shuran, Lichtenberg, Samuel P., Xiao, Jianxiong

[pdf] [rank by tf-idf similarity to this]

[evaluate, dataset, understanding, semantic, evaluation, prediction, annotation, task, popular, set, learning, sun, human, study, label, example, tool] [table, recognition, map, training, sliding, raw, performance, svm, effective, size, deep, pascal, context, power, testing] [object, detection, truth, box, iou, segmentation, bounding, based, average, frame, three] [depth, scene, room, kinect, ground, layout, estimation, indoor, point, rgbd, free, xtion, nyu, realsense, orientation, intel, rgb, asus, capture] [space, algorithm, data, convex, number] [figure, color, sensor, total, estimate, camera, angle, computer, captured, inside, quality, accurate, manhattan, result] [image, benchmark, geometric, difference, database, scale]

A Maximum Entropy Feature Descriptor for Age Invariant Face Recognition
Gong, Dihong, Li, Zhifeng, Tao, Dacheng, Liu, Jianzhuang, Li, Xuelong

[pdf] [rank by tf-idf similarity to this]

[set, entropy, probability, dataset, existing, vision] [feature, recognition, age, training, morph, discriminative, identity, table, decision, performance, factor, album, extracted, log, hog, representation, improve, cosine, compared] [framework, based, node] [face, approach, tree, facial, leaf, model, expressive, ifa, estimation, orientation] [vector, maximum, binary, proposed, code, random, analysis, sample, encoding, method, space, number, largest] [pattern, ieee, figure, component, pixel, uniform, frequency, computer] [descriptor, matching, aging, image, local, lbp, sift, gallery, invariant, probe, mefd, scheme, fgnet, aifr, called, lfw, database, tot, sampling, illustrated, splitting, generalizability, representing, distance, histogram, corresponding]

Separating Objects and Clutter in Indoor Scenes
Khan, Salman H., He, Xuming, Bennamoun, Mohammed, Sohel, Ferdous, Togneri, Roberto

[pdf] [rank by tf-idf similarity to this]

[set, learning, task, semantic, obj, labeling, annotated, baseline, evaluate, dataset, understanding, involved] [feature, top, crf, performance, better, training, level, generic] [object, detection, superpixel, cost, based, bounding, three, segmentation, superpixels, incorporate, threshold, appearance, intersection, salient, hypothesis, jaccard] [cuboid, scene, cluttered, indoor, clutter, potential, model, approach, rgbd, unary, milp, layout, estimation, inference, jiang, joint, depth, obstruction, reasoning, room, detected, term, volumetric, huebner] [method, pairwise, number, linear, problem, parameter, function, algorithm, denote, variable, time, random] [color, estimate, figure, geometry] [image, local, geometric, spatial, rate, major, view, geometrical, large]

Learning to Detect Motion Boundaries
Weinzaepfel, Philippe, Revaud, Jerome, Harchaoui, Zaid, Schmid, Cordelia

[pdf] [rank by tf-idf similarity to this]

[dataset, learning, clean, datasets, evaluation, work, annotated, set, predict, prediction, introduce, predicted] [training, structured, train, performance, table, input, trained, decision, feature, map] [boundary, detection, ymb, edge, youtube, temporal, propose, video, based, segmentation, ldof, object, recall, precision, frame, threshold] [approach, estimation, error, occlusion, forest, model, depth, tree, challenging, rgb] [random, method, norm, binary, energy, proposed] [motion, optical, figure, estimated, warping, high, color, middlebury, ieee, flow, estimate, accurately, result, robust] [image, gradient, large, patch, local, compute, compare, computed, fast, deepflow, outperforms, impact, well]

Learning to Rank in Person Re-Identification With Metric Ensembles
Paisitkriangkrai, Sakrapee, Shen, Chunhua, van den Hengel, Anton

[pdf] [rank by tf-idf similarity to this]

[learning, set, visual, existing, introduce, surveillance, test, returned, correct, written, task] [recognition, top, performance, training, ensemble, triplet, learn, cnn, feature, neural, pedestrian, discriminative, deep] [propose, individual, multiple, based, appearance] [approach, represent] [data, number, base, rank, covariance, linear, algorithm, matrix, problem, optimization, proposed, curve, idea, method, regularization, constraint, parameter, analysis, solve] [camera, ieee, color, relative, pattern] [person, distance, metric, cmc, rate, view, image, large, local, best, viper, ilids, gallery, outperforms, benchmark, descriptor, probe, texture, represents, applied, matching, pij, consists, commonly]

Discriminative and Consistent Similarities in Instance-Level Multiple Instance Learning
Rastegari, Mohammad, Hajishirzi, Hannaneh, Farhadi, Ali

[pdf] [rank by tf-idf similarity to this]

[positive, instance, mil, learning, bag, consistency, ranking, set, dataset, migraph, categorization, test, discovered, system, text, discovering, csg, datasets, introduce, rxi, coincidental, discovery, evaluate, include, work, task] [negative, discriminative, training, previous, global, feature, table, svm, standard, learn, accuracy, learned] [multiple, node, based, score, edge, walk, eij, weight, object] [approach, reasoning, step, model] [method, pairwise, algorithm, random, optimization, problem, rank, graph, function, clique, consistently, experimental, time] [high, figure] [similarity, image, consistent, maximal, large, notion, local, outperforms, benchmark, compute, includes]

Prediction of Search Targets From Fixations in Open-World Settings
Sattar, Hosnieh, Muller, Sabine, Fritz, Mario, Bulling, Andreas

[pdf] [rank by tf-idf similarity to this]

[search, visual, book, prediction, set, predict, task, amazon, work, predicting, chance, behaviour, human, learning, evaluation, colour, collage, natural, synthesised, investigated, user, relevance, qtest, vision, qtrain, dataset, test, categorical, focused] [accuracy, setting, level, size, previous, training, performance, train, window, recognition, optimum, higher, learn, svm] [target, eye, three, average, cognitive, movement, based, tracker, appearance, longer] [gaze, potential, model, approach, challenging, control, searching] [data, number, problem, proposed, formulation, minimum, binary, journal, random, method, experiment, implicit] [figure, assume, pattern] [image, query, sampling, well, similarity, retrieval, patch]

Rent3D: Floor-Plan Priors for Monocular Layout Estimation
Liu, Chenxi, Schwing, Alexander G., Kundu, Kaustav, Urtasun, Raquel, Fidler, Sanja

[pdf] [rank by tf-idf similarity to this]

[set, test, dataset, prediction, evaluate, work, predicted, photo, goal, correct, exploit, semantic, refer] [window, train, top, performance, table, accuracy, training, additional, feature] [branch, three, employ] [room, layout, wall, scene, apartment, aspect, plan, inference, approach, indoor, rental, localization, estimation, monocular, provide, model, point, typically, full, challenging, front, face, alignment, pose, single, queue, location] [number, energy, problem, note, random, bound, order, time, data, space, denotes, case, markov] [ratio, camera, figure, total, vanishing, geometry, ray, left, estimating] [well, compute, image, large, contained]

Delving Into Egocentric Actions
Li, Yin, Ye, Zhefan, Rehg, James M.

[pdf] [rank by tf-idf similarity to this]

[set, datasets, understanding, visual, work, dataset, include, encode, surveillance, human, focus, novel, evaluation, rich, vision] [recognition, performance, feature, previous, table, representation, training, discriminative, accuracy, improve] [egocentric, action, gtea, object, video, three, trajectory, idt, propose, key, including, foreground, activity, interest, movement, segmentation, compensation, boost, fathi, lab, combination, recognizing, confusion, attention, combined] [gaze, head, hand, point, manipulation, provide, split, model, modeling] [encoding, method, number, data] [motion, camera, optical, result, figure, captured, directly, color] [local, benchmark, image, best, dense, comparison, large, histogram, demonstrate, descriptor, implementation, radius, systematic]

Sense Discovery via Co-Clustering on Images and Text
Chen, Xinlei, Ritter, Alan, Gupta, Abhinav, Mitchell, Tom

[pdf] [rank by tf-idf similarity to this]

[visual, semantic, text, sense, domain, word, knowledge, google, discovers, create, unsupervised, scoring, disambiguation, automatically, dataset, learning, human, web, discovering, set, perform, associated, discover, noun, discovery, phrase, search, evaluation, apple, work, baseline, correspond] [feature, performance, representation, table, training] [based, multiple, node, likelihood, merge, object, score, intersection, subway, propose, extract, generate] [approach, term, joint, structure, model, represent, split, step, cmu, smoothness] [clustering, data, cluster, algorithm, mapping, problem, space, number, spectral, note, function, experiment, membership, iterative] [figure, estimate, assumption] [image, bow, similarity, histogram, compare]

Supervised Descriptor Learning for Multi-Output Regression
Zhen, Xiantong, Wang, Zhijie, Yu, Mengyang, Li, Shuo

[pdf] [rank by tf-idf similarity to this]

[learning, supervised, existing, dataset, work] [discriminative, feature, performance, representation, learn, achieve, hog, learned, supervision, discrimination, effectiveness, output, training, max, table, achieves, validation, highly] [based, propose, framework] [regression, estimation, pose, head, orientation, sij, term, structure, yaw, volume] [sdl, multivariate, manifold, proposed, compact, reduction, approximation, matrix, dimensionality, function, regularization, objective, algorithm, space, data, smr, kernel, arg, problem, optimization, solved, experimental, solve, vector, simultaneously, great, formulated] [ieee, generalized, accurate, conventional, developed, pitch, computer, camera] [descriptor, image, spatial, gradient, lbp, local, handcrafted, phog, outperforms, cross, large]

Fine-Grained Visual Categorization via Multi-Stage Metric Learning
Qian, Qi, Jin, Rong, Zhu, Shenghuo, Lin, Yuanqing

[pdf] [rank by tf-idf similarity to this]

[learning, address, visual, active, dataset, test, baseline, set] [class, training, learned, triplet, table, performance, size, feature, challenge, auxiliary, learn, better, stage, imagenet, issue, accuracy, euclid, improve, observe, deep] [segmentation, framework, cost, based, bounding] [approach, single] [msml, dimensional, number, dml, proposed, random, method, fgvc, low, matrix, lsvm, problem, data, rank, algorithm, optimization, dual, space, computational, time, dimensionality, linear, projection, original, solving, min, storage, note, approximation, optimal, psd, sparse, function] [high, small, handle, conventional, figure, directly, avoid] [metric, distance, large, image, lmnn, comparison, outperforms, compute]

Mirror, Mirror on the Wall, Tell Me, Is the Error Small?
Yang, Heng, Patras, Ioannis

[pdf] [rank by tf-idf similarity to this]

[human, test, set, consistency, evaluate, feedback, selected, example, interesting, dataset, correct, parse, focus, introduce, representative] [performance, training, table, trained, size, recognition] [correlation, object, detection, art, state, truth, bounding, measure, calculate, based, wang, recall, including] [mirror, error, alignment, face, rcpr, mirrorability, localization, ground, pose, ifa, facial, sdm, model, fmp, body, yang, sem, estimation, coefficient, lsp, ltm, sea, landmark, cascaded, mirrored, shape, ramanan, fact] [method, original, order, restart, proposed, symmetric, low, number, analysis, sample, selection] [result, high, symmetry, figure, second] [image, calculated, difference, large, corresponding, good, invariant, applied, called]

Understanding Classifier Errors by Examining Influential Neighbors
Kabra, Mayank, Robie, Alice, Branson, Kristin

[pdf] [rank by tf-idf similarity to this]

[example, set, learning, labeled, test, weak, label, fastboot, mispredicted, understand, user, active, labeling, unlabeled, prediction, jaaba, selected, positive, novel, understanding, system, interactive, wing, lda, inconsistently, add, mislabeled, work, indicated, insight, predicted, relevant, backup] [training, boosting, version, feature, learn, improve, recognition, imagenet, context, improvement] [behavior, measure, object, weight, propose, bootstrap, performs, score] [current, single, leaf, performed] [data, method, space, machine, algorithm, distribution, number, case, complexity, normalized, consider] [figure, median, opposite, small, estimate, examine] [distance, dissimilarity, closest, large, nearest, best, metric, image, sorted, sampled, well, fast, true]

From Dictionary of Visual Words to Subspaces: Locality-Constrained Affine Subspace Coding
Li, Peihua, Lu, Xiaoxiao, Wang, Qilong

[pdf] [rank by tf-idf similarity to this]

[visual, representative, set, learning, work, probability] [feature, performance, fisher, training, ensemble, voc, size, accuracy, higher, table, map, pascal, better, pyramid, increasing, class, achieves, improved] [measure, based, object, propose, segmentation, indicates, surrounding] [structure, indoor, scene, described, coordinate] [lasc, method, subspace, coding, proximity, llc, vector, linear, manifold, data, number, encoding, space, proposed, sparse, approximation, function, dimension, matrix, note, form, dimensionality, kobayashi, attached, cluster, distribution, solution, principal, problem, reduction] [figure, piecewise, component, geometry, high, simple] [dictionary, local, image, comparison, nearest, large, geometric, statistical, metric, matching, outperforms, compare, weighted]

Automatically Discovering Local Visual Material Attributes
Schwartz, Gabriel, Nishino, Ko

[pdf] [rank by tf-idf similarity to this]

[attribute, visual, discovered, set, human, discover, category, recognize, predicted, plastic, perception, encode, trait, discovery, discovering, foliage, schwartz, sharan, leather, nishino, learning, existing, appear, understanding, predict, labeled, process, embedding] [recognition, accuracy, raw, training, feature, previous, train, input] [perceptual, object, based, propose, framework, recognizing] [fact, represent, model, rely, shape] [matrix, space, method, pairwise, random, binary, distribution, mapping, proposed] [material, figure, water, typical, fabric, smooth, desired, paper, metal, computer, glass] [image, local, similarity, exhibit, distance, expect, compute, patch, texture, consistent, indicate]

Jointly Learning Heterogeneous Features for RGB-D Activity Recognition
Hu, Jian-Fang, Zheng, Wei-Shi, Lai, Jianhuang, Zhang, Jianguo

[pdf] [rank by tf-idf similarity to this]

[learning, human, set, dataset, work, share, test, report] [feature, shared, recognition, tpf, hoi, table, training, performance, compared, hog, extracted, accuracy, reported, jointly, learn, channel, sysu, pyramid] [activity, ing, action, temporal, skeleton, dynamic, video, msr, object, based, appearance, daily, confusion, sequence, wallet, joulesvm, framework, interaction, employed, three] [model, depth, joint, rgb, step, inference, capture] [heterogeneous, method, proposed, matrix, dimensionality, original, number, min, random, algorithm, sample, optimization, china, projection, science, solution, subspace, fusion, function] [figure, signal, fourier, phone, developed, motion, observed] [gradient, best, outperforms, comparison]

Improving Object Proposals With Multi-Thresholding Straddling Expansion
Chen, Xiaozhi, Ma, Huimin, Wang, Xiang, Zhao, Zhichen

[pdf] [rank by tf-idf similarity to this]

[obj, set, existing, diverse, generating, search] [accuracy, achieve, improving, pascal, improve, sliding, effective, achieves, higher, setting, feature, generic] [object, bounding, box, recall, straddling, superpixel, iou, bing, superpixels, threshold, tightness, mtse, mcg, average, proposal, overlap, multiple, cpmc, detection, intersection, generate, union, segmentation, objectness, based, edge, propose, integrated, measure, viewed, numerous, three, background, utilize, truth, generated, strong] [localization, approach, initial, alignment, model, ground] [expansion, method, low, number, distribution, curve, proposed] [figure, ieee, high, bias, quality, accurate, simple, sin] [image, best, area, compute, distinct]

VIP: Finding Important People in Images
Solomon Mathialagan, Clint, Gallagher, Andrew C., Batra, Dhruv

[pdf] [rank by tf-idf similarity to this]

[people, dataset, visual, work, predict, baseline, human, study, annotation, task, annotated, photo, focus, prediction, selected, understanding, pick, category, collected, datasets, test, description, british, set, tend, interface, asked, sentence, identify, predicting, agreement, automatically, question, describe, woman, api] [table, feature, compared, improvement, previous] [saliency, group, salient, bounding, frame, score, three, measure, detection, individual, multiple, average, box] [face, social, pose, model, approach, capture, qualitative] [method, number, order, journal, consider] [center, relative, sharpness, ratio, figure, paper, ieee, international, total] [person, image, pair, distance, difference, weighted, compute, best]

Bilinear Heterogeneous Information Machine for RGB-D Action Recognition
Kong, Yu, Fu, Yun

[pdf] [rank by tf-idf similarity to this]

[learning, visual, dataset, knowledge, work, existing, risk, human] [feature, svm, recognition, learned, shared, training, performance, table, discriminative, accuracy, achieves, learn, representation, compared, better, reduce, generalization, extracted, learns, testing] [action, spatiotemporal, msr, structural, activity, measure, daily, oriented, three] [depth, rgb, model, capture, projected, naturally, term, body, allows] [bhim, bilinear, parameter, data, matrix, linear, modality, method, space, problem, proposed, form, projection, nxyt, rank, missing, effectively, heterogeneous, optimization, algorithm, original, dimensionality, vector, function, min, compress, order, regularizer, regularized, minimization, case, solved, optimized] [noise, motion, figure, solver, total] [outperforms, comparison]

Dynamically Encoded Actions Based on Spacetime Saliency
Feichtenhofer, Christoph, Pinz, Axel, Wildes, Richard P.

[pdf] [rank by tf-idf similarity to this]

[human, novel, dataset, evaluation, work, subset] [recognition, feature, pooling, performance, fisher, training, accuracy, table, svm, alternative, improve, hog, representation, standard] [action, saliency, idt, late, spacetime, spatiotemporal, measure, foreground, video, three, based, contrast, yield, oriented, superpixels, puppet, temporal, truth, employed, sequence, hof, catching, static, frame, mbh] [approach, capture, typically, step, ground, orientation] [energy, encoding, proposed, vector, normalized, fusion, sum, directional, gaussian, coding, number] [motion, figure, second, ball, frequency, presented, plane] [local, spatial, image, weighted, aggregation, dense, variance, applied, weighting, well, comparison, descriptor, large, distance, region, locally]

In Defense of Color-Based Model-Free Tracking
Possegger, Horst, Mauthner, Thomas, Bischof, Horst

[pdf] [rank by tf-idf similarity to this]

[visual, ranking, datasets, exploit, distractors, mil, learning, search, adapt, identify, vote, evaluation, advance] [discriminative, representation, performance, accuracy, table, challenge, achieves, compared, van, top, previous, achieve] [object, tracking, based, online, vot, distracting, kcf, dat, adaptive, appearance, lgt, tracker, likelihood, combined, struck, surrounding, threshold, background, dsst, bounding, segmentation, spot, drifting, frame, nodat, fot, ogt, target, average, distinguish, suppress, correlation, including, adaption, propose] [model, approach, robustness, allows, location, current, detailed, estimation] [proposed, rank, update] [color, figure, robust, high] [benchmark, scale, region, well, best, large, overcome]

Watch-n-Patch: Unsupervised Understanding of Actions and Relations
Wu, Chenxia, Zhang, Jiemi, Savarese, Silvio, Saxena, Ashutosh

[pdf] [rank by tf-idf similarity to this]

[topic, human, unsupervised, set, word, learning, dataset, probability, correlated, interactive, document, evaluate, semantic, indicating] [learned, recognition, training, table, output, performance, learn] [action, temporal, video, activity, forgotten, segment, segmentation, assigned, skeleton, patching, complex, wnd, detection, online, znd, frame, correctly, xkc, sequence, extract, multiple, object, tmnd, hmm, hierarchical, tnd] [model, modeling, rgb, approach, kinect, challenging, structure, prior, normal, capture, recorded, body] [time, distribution, consider, number, order, pairwise, missing, drawn, assignment] [relative, figure, absolute, completely, motion] [well, sampling, local]

Building a Bird Recognition App and Large Scale Dataset With Citizen Scientists: The Fine Print in Fine-Grained Dataset Collection
Van Horn, Grant, Branson, Steve, Farrell, Ryan, Haber, Scott, Barry, Jessie, Ipeirotis, Panos, Perona, Pietro, Belongie, Serge

[pdf] [rank by tf-idf similarity to this]

[citizen, dataset, annotation, vision, bird, corruption, datasets, mturkers, set, label, test, tool, category, mechanical, mturk, throughput, expert, visual, domain, flickr, interface, cub, search, crowdsourcing, help, community, quiz, task, collect, scientist, vote, collecting, knowledge, nabirds, work, labeling, user, turkers, expertise] [training, imagenet, recognition, level, performance, accuracy, larger, size, class, raw] [object, lab, average, cost, based, multiple] [error, provide] [number, time, analysis, data, corrupted] [computer, figure, quality, high, conference, ieee, pattern, total, real, accurate] [image, large, june, false, rate]

How Many Bits Does it Take for a Stimulus to Be Salient?
Hossein Khatoonabadi, Sayed, Vasconcelos, Nuno, Bajic, Ivan V., Shan, Yufeng

[pdf] [rank by tf-idf similarity to this]

[visual, prediction, test, label, processing, vision, set, probability, consistency, entropy, natural, human, amount] [feature, accuracy, map, table, neural, standard, class, higher, global] [saliency, video, measure, obdl, average, stimulus, based, temporal, auc, aws, eye, salient, detection, attention, mam, pmes, mcsdm, surp, compressibility, maxnorm, stsd, pxl, gbvs, sorm, principle, score] [model, control, scene, cmp, volume] [block, compressed, sample, number, energy, coding, mrf, proposed, random, analysis, markov, function, avg, journal, low, data] [ieee, motion, high, computer, accurate, figure, measured, signal] [image, compression, spatial, modern, local, implementation, psnr, statistical]

Class Consistent Multi-Modal Fusion With Binary Features
Shrivastava, Ashish, Rastegari, Mohammad, Shekhar, Sumit, Chellappa, Rama, Davis, Larry S.

[pdf] [rank by tf-idf similarity to this]

[test, vision, dataset, learning, predicted, set, subject, predict, evaluate, multimodal, randomly] [class, feature, recognition, level, training, table, max, performance, decision, svm, input, fusing, better, accuracy] [multiple, based, target, object, score, weight, combined, combination] [depth, continuous] [binary, fusion, algorithm, data, modality, ccmm, solution, greedy, problem, method, kernel, optimization, arg, bit, sparse, iris, linear, machine, denoted, proposed, smbr, vector, gurobi, row, matrix, feasible, min, wvu, sample, ith, perturbation, mip, biometrics, atm, order, mkl, number, solving] [conference, ieee, computer, pattern, international, intensity, figure, color] [consistent, compute, image, computed, large, biometric, mth, change, compare]

Ranking and Retrieval of Image Sequences From Multiple Paragraph Queries
Kim, Gunhee, Moon, Seungwhan, Sigal, Leonid

[pdf] [rank by tf-idf similarity to this]

[text, blog, latent, photo, set, semantic, embedding, work, sentence, associated, ranking, retrieve, language, test, visual, paragraph, natural, disneyland, retrieving, topic, corpus, post, association, disney, ripa, user, relation, evaluation, relevant, learning, perform, dvisor, common, scand, review, representative, lda, evaluate, automatically] [training, svm, feature, input, learn, size, top, performance] [segmentation, sequence, multiple, structural, three, segment, based, groundtruth, key] [approach, model, single] [method, algorithm, problem, data, mapping, vector, number, lsa, space, analysis] [unique, parallel] [image, query, retrieval, large, best, similarity, comparison, consists, visualization, pair, comprehensive]

Motion Part Regularization: Improving Action Recognition via Trajectory Selection
Ni, Bingbing, Moulin, Pierre, Yang, Xiaokang, Yan, Shuicheng

[pdf] [rank by tf-idf similarity to this]

[visual, set, human, latent, select, word, associated, introduce, learning, dataset, selected, ranked] [discriminative, fisher, recognition, training, feature, representation, testing, learned, top, svm, global, improved, better, follow, extracted, class, ifv] [action, video, trajectory, based, group, discriminativeness, temporal, weight, entire, structural, framework, movement, copy, golf, olympic, wang, propose, utilized] [model, body] [vector, method, regularization, proposed, selection, number, form, note, denote, entry, sparse, algorithm, sample, optimization, lasso, problem, respect, parameter, gaussian, solve, objective] [motion, figure, ieee, simple, assume, high] [local, dense, weighted, database, corresponding, scheme, overlapping, best, good, gradient]

Beyond Principal Components: Deep Boltzmann Machines for Face Modeling
Nhan Duong, Chi, Luu, Khoa, Gia Quach, Kha, Bui, Tien D.

[pdf] [rank by tf-idf similarity to this]

[vision, active, domain, set, predict, evaluation, ability] [deep, testing, hidden, age, training, table, layer, better, trained, representation, higher, input, factor, recognition, compared, discriminative, capability] [appearance, based, generate, numerous, three] [facial, shape, model, face, aams, reconstruction, modeling, boltzmann, approach, helen, estimation, lfpw, occlusion, dbm, represent, current, maes, challenging, provide, landmark, term] [method, proposed, order, formulated, arg, original, represented, data, gaussian, problem, algorithm] [computer, figure, reconstructed, ieee, conference, presented, pattern, international, noise, rmse, second, estimated, quality] [texture, image, bicubic, database, aging, pca]

Semi-Supervised Low-Rank Mapping Learning for Multi-Label Classification
Jing, Liping, Yang, Liu, Yu, Jian, Ng, Michael K.

[pdf] [rank by tf-idf similarity to this]

[label, learning, labeled, instance, unlabeled, sun, latent, prediction, msrc, set, datasets, category, dataset, lin, active] [feature, loss, training, performance, accuracy, size, table, learn, testing, class] [based, three, handling, multimedia, auc, indicates, average] [model, structure, capture, term] [data, slrm, space, method, mapping, number, singular, matrix, proposed, function, regularization, linear, missing, algorithm, alternating, vector, machine, complexity, min, faie, nuclear, main, optimization, mediamill, convex, problem, norm, miml, order, denoted, cplst, analysis, mlloc, manifold, close, experimental, computational, ith, remark] [figure, intrinsic, direction, real, square, ieee] [large, image, geometric, corresponding, local]

Can Humans Fly? Action Understanding With Multiple Classes of Actors
Xu, Chenliang, Hsieh, Shao-Hang, Xiong, Caiming, Corso, Jason J.

[pdf] [rank by tf-idf similarity to this]

[semantic, vision, dog, understanding, label, conditional, dataset, bird, set, work, human, eating, european, car, jump, cat, tuple, considers, labeled, labeling, relationship] [recognition, performance, jointly, train, accuracy, training, observe, better, class] [action, actor, segmentation, video, trilayer, adult, bayes, object, bilayer, supervoxel, baby, crawling, walking, three, average, individual, climbing, actoraction, jointps, multiple] [model, joint, modeling, inference, full, graphical, independent, potential] [space, product, consider, problem, roll, journal] [computer, conference, ieee, international, pattern, rolling, figure, ball, motion, directly, paper] [dense, well, eat, large]

Learning Scene-Specific Pedestrian Detectors Without Real Data
Hattori, Hironori, Naresh Boddeti, Vishnu, Kitani, Kris M., Kanade, Takeo

[pdf] [rank by tf-idf similarity to this]

[learning, work, surveillance, domain, dataset, adaptation, evaluation, evaluate, human, labeled, purely, baseline, scenario] [pedestrian, detector, dpm, trained, learn, ssv, training, performance, learned, table, generic, train] [detection, appearance, object, precision, overlap, recall, based, generated, generate, cmusrd, correlation, town, bounding, video, framework, truth, static, three] [scene, approach, location, model, single, smoothness, localization, ground, mellon, pose, cij, carnegie] [data, proposed, method, min, problem, denotes, number, arg, range] [real, synthetic, camera, figure, ratio, geometry, computer, fourier, center, small, perspective, varying, account, simulated, second] [virtual, large, distance, resolution, image, outperforms, geometric, corresponding, spatial, applied]

Visual Recognition by Counting Instances: A Multi-Instance Cardinality Potential Kernel
Hajimirsadeghi, Hossein, Yan, Wang, Vahdat, Arash, Mori, Greg

[pdf] [rank by tf-idf similarity to this]

[cardinality, instance, bag, learning, vision, people, label, latent, positive, work, set, visual, european, dataset, summarization, interesting, yqj, relevant, encode, evaluation, probability, human, labeled, example, hard] [recognition, svm, structured, training, feature, performance, trecvid, standard, global] [video, event, activity, temporal, multiple, segment, collective, based, action, group, framework, counting, propose, likelihood, detection] [model, potential, probabilistic, inference, joint, approach, scene, modeling, single] [kernel, proposed, method, algorithm, number, exp, exact, marginal, machine, parameter, encoding, intelligence] [computer, conference, pattern, international, figure, paper, length] [internet, dense, comparison]

Modeling Deformable Gradient Compositions for Single-Image Super-Resolution
Zhu, Yu, Zhang, Yanning, Bonev, Boyan, Yuille, Alan L.

[pdf] [rank by tf-idf similarity to this]

[set, work, learning, example, woman, bird, exploit, test, select, evaluate, selected] [input, deep, better, network, performance, previous, top, global] [based, edge, mask, baby, path, combination, contrast, propose, integrated, candidate] [deformable, model, deformation, compositional, single, smoothness, prior, structure, position, head, represent, reconstruction, regression, estimation, composition, adjustment] [singular, method, sparse, coding, proposed, function, parameter, linear, base, note, form, literature, constraint, appropriate] [figure, intensity, pixel, sharp, ieee, red, reconstructed] [gradient, patch, image, dictionary, psnr, ridge, ssim, magnitude, corresponding, masked, local, dominating, matching, choose, best, increment, well, neighbor, june]

Learning Multiple Visual Tasks While Discovering Their Structure
Ciliberto, Carlo, Rosasco, Lorenzo, Villa, Silvia

[pdf] [rank by tf-idf similarity to this]

[learning, set, mtl, task, attribute, relevant, dataset, associated, positive, visual, natural, knowledge, report, closed, okl, share] [setting, training, standard, table, class, loss, output, designed, feature] [multiple, detection, framework, object, sequence, generated, propose] [structure, approach, term, model, limb] [kernel, problem, matrix, sparse, skmtl, convex, method, sparsity, form, algorithm, solution, linear, reproducing, optimization, empirical, minimization, function, alternating, respect, proposed, theorem, regularization, hilbert, graph, order, machine, solving, space, stl, solve, operator, convergence, number, mtrl, consider, rkhsvv, objective, selection] [recover, conference, scalar, computer, recovered, figure, color, synthetic, theory] [separable, considered]

Mapping Visual Features to Semantic Profiles for Retrieval in Medical Imaging
Hofmanninger, Johannes, Langs, Georg

[pdf] [rank by tf-idf similarity to this]

[semantic, visual, learning, set, healthy, label, radiology, weak, relevant, reticular, emphysema, mil, honeycombing, bvw, labeling, content, highest, haralick, weakly, vision, bag, occurring, link] [feature, training, class, map, ensemble, table, compared, learn, decision] [based, supervoxels, supervoxel, anomaly, appearance, precision, generated, generate, multiple, partitioning] [volume, performed, leaf, capture] [data, random, space, vector, mapping, distribution, number, binary, analysis, method, machine] [imaging, figure, ieee, pattern, computer, conference, high, relative] [image, retrieval, medical, corresponding, clinical, texture, tissue, lung, local, descriptor, distance, true, randomized, variability, metric, similarity]

On Learning Optimized Reaction Diffusion Processes for Effective Image Restoration
Chen, Yunjin, Yu, Wei, Pock, Thomas

[pdf] [rank by tf-idf similarity to this]

[process, learning, test, work, natural, set, feedback] [training, trained, stage, learned, jpeg, size, table, performance, previous, convolution, train, loss, output, effective, standard, involves, additional, smoothing] [based, propose] [model, term, joint, anisotropic, step, discrete, prior, approach, descent, typically] [diffusion, function, nonlinear, proposed, reaction, penalty, linear, gaussian, time, computation, ugt, greedy, order, algorithm, csf, deblocking, problem, consider, energy, number, method, data, optimized, trdt, kernel, note, lead, critical, minimization, wnnm, optimal] [high, ieee, noise, conventional, parallel, result, supplemental, figure, derivative, material] [image, restoration, denoising, gradient, local, corresponding, variational]

Correlation Filters With Limited Boundaries
Kiani Galoogahi, Hamed, Sim, Terence, Lucey, Simon

[pdf] [rank by tf-idf similarity to this]

[domain, learning, set, versus, vision, selected, visual, predicted] [training, performance, size, output, advantage, log, learn, compared, train, negative, applying] [correlation, tracking, object, cost, boundary, eye, struck, memory, precision, average, frame, threshold, detection, complex, based] [approach, localization, error, full, position, face, fps] [method, number, mosse, objective, proposed, computational, matrix, shifted, fragtrack, vector, vectorized, iterative, denotes, miltrack, operator, algorithm, augmented, solving, admm, expressed, energy, operation, iteration, extremely] [figure, equation, frequency, circular, fourier, shift, signal, desired, length, lagrangian, estimated, paper, robust, synthetic] [spatial, dense, image, rate, well, sampling, dramatically, patch]

Active Learning and Discovery of Object Categories in the Presence of Unnameable Instances
Kading, Christoph, Freytag, Alexander, Rodner, Erik, Bodesheim, Paul, Denzler, Joachim

[pdf] [rank by tf-idf similarity to this]

[active, learning, vision, dataset, unlabeled, expected, emoc, unnameable, label, discovery, example, set, labeled, coco, labeling, erm, work, process, risk, european, annotator, selecting, evaluating, select, pknn, probability, rejected, entropy, unrelated, discover, visual] [class, output, recognition, accuracy, training, loss, previous] [object, density, principle, including] [model, regression, approach, face, valid, current, uncertainty, step, realistic] [data, binary, gaussian, problem, random, machine, number, usps, method, sample, empirical, function, respect, code, case] [conference, computer, international, unknown, technique, high, estimate, pattern, estimated, figure] [change, query, large, image]

A MRF Shape Prior for Facade Parsing With Occlusions
Kozinski, Mateusz, Gadde, Raghudeep, Zagoruyko, Sergey, Obozinski, Guillaume, Marlet, Renaud

[pdf] [rank by tf-idf similarity to this]

[set, dataset, semantic, door, baseline] [class, parsing, performance, grammar, table, window, accuracy, neural, training, vegetation, raw] [segmentation, assigned, hierarchical, structural, allowed, complex] [facade, adjacency, shape, prior, adjacent, ecp, alignment, formalism, anc, neighboring, production, etrims, unary, irregular, split, model, textonboost, structure, artdeco, vertically, architectural] [algorithm, number, column, row, dual, encoding, method, energy, formulation, proposed, denote, linear, lower, optimal, respect, problem, element, random, pairwise, optimization, decomposition, primal] [pixel, pattern, vertical, horizontal, figure, component, simultaneous, result, sky] [image, grid, corresponding, recursive, hierarchy]

Predicting the Future Behavior of a Time-Varying Probability Distribution
Lampert, Christoph H.

[pdf] [rank by tf-idf similarity to this]

[set, probability, learning, prediction, domain, future, predicted, embedding, adaptation, work, extrapolating, predict, visual, vision, source, conditional, predicting, test, extrapolate, embeddings, study, positive] [training, learn, setting, table, feature, input, apply, identity, actual] [target, video, situation, sequence] [step, regression, mixture, model, split] [distribution, data, time, edd, kernel, sample, herding, rkhs, method, machine, hilbert, space, linear, operator, problem, empirical, order, number, predsvm, convex, form, working, reproducing, experiment, practical, inner, vector, regularization] [observed, conference, synthetic, figure, estimate, computer, real, international, second, equation] [true, weighted, distance, consists]

An Approximate Shading Model for Object Relighting
Liao, Zicheng, Karsch, Kevin, Forsyth, David

[pdf] [rank by tf-idf similarity to this]

[user, study, visual, system, dataset, existing, subject, task, set, expert] [coarse, age, layer, representation, standard, passed, table, alternative, better] [object, viewed, target, complex] [shape, model, scene, composition, reconstruction, error, normal, surface, rendered, single, realistic, approach, estimation, allows, realism] [method, approximate, composite, column, lower, number] [shading, detail, barron, illumination, insertion, real, malik, parametric, result, figure, karsch, material, relighting, half, inserted, chose, rendering, synthetic, residual, preferred, acm, light, albedo, simple, color, accurate, smooth, technique, second, subpopulation, high, produce, failed, artist, intrinsic, male, lighting] [image, geometric, view, large, best, well, comparison]

Web Scale Photo Hash Clustering on A Single Machine
Gong, Yunchao, Pawlowski, Marcin, Yang, Fei, Brandy, Louis, Bourdev, Lubomir, Fergus, Rob

[pdf] [rank by tf-idf similarity to this]

[photo, perform, store, purity, work, dataset, set, learning, stream, introduce, amount, web] [table, deep, build, convolutional, neural, standard, size, better] [online, based, truth, propose, object] [step, point, single, ground, represent] [clustering, binary, cluster, number, hash, method, data, algorithm, problem, proposed, hashing, time, trending, compact, speedup, kmeans, lookup, running, spam, huge, complexity, batch, machine, hamming, quantization, endfor, update, faster, kmedoids, optimization, duplicate, easily, extremely, bkmeans] [figure, directly, center, speed, enables, handle] [large, image, nearest, fast, distance, internet, applied]

Hardware Compliant Approximate Image Codes
Kuang, Da, Gittens, Alex, Hamid, Raffay

[pdf] [rank by tf-idf similarity to this]

[vision, set, visual, work, encode] [accuracy, size, table, training, pascal, increase, feature, mit, standard, compared, discriminative, better, class] [average, memory, plot, cost] [error, reconstruction, approach, fact, volume] [encoding, exact, approximate, llc, proposed, approximation, codewords, analysis, linear, coding, note, cluster, matrix, perturbation, codebook, bmt, number, normalized, solving, main, intuition, empirical, assignment, theorem, sparse, computational, function, consider, complexity, multiplication, min, codeword, cholesky] [computer, figure, equation, ieee, hardware, pattern, high] [scheme, nearest, image, dictionary, cvpr, local, counterpart, large, modern, distance]

Multispectral Pedestrian Detection: Benchmark Dataset and Baseline
Hwang, Soonmin, Park, Jaesik, Kim, Namil, Choi, Yukyung, So Kweon, In

[pdf] [rank by tf-idf similarity to this]

[dataset, vision, datasets, human, positive, annotated, introduce, evaluation, baseline, system, existing] [acf, pedestrian, channel, feature, negative, capturing, recognition, additional, compared, trained, better, larger, standard, performance, caltech] [detection, based, object, three, bounding, temporal, average, frame, heavy, video] [occlusion, aligned, height, occluded, visible, shape, kitti] [number, analysis, proposed, machine, extension, algorithm] [thermal, color, multispectral, camera, figure, pattern, computer, ieee, conference, captured, infrared, hardware, day, beam, night, pixel, reasonable, nighttime, international, calibration, braking, splitter, handle, daytime, medium] [image, rate, false, distance, scale, partial, gradient, voting, person]

Semi-Supervised Domain Adaptation With Subspace Learning for Visual Recognition
Yao, Ting, Pan, Yingwei, Ngo, Chong-Wah, Li, Houqiang, Mei, Tao

[pdf] [rank by tf-idf similarity to this]

[domain, source, adaptation, learning, labeled, unlabeled, sdasl, visual, transfer, webcam, concept, test, latent, positive, learnt, risk, work, unsupervised, amazon, dslr, mismatch, set, randomization, dataset, instance, scmv] [training, performance, feature, better, trecvid, learn, imagenet, recognition, svm, jointly, trained, decision] [target, three, video, indicates, structural, object] [structure, predictive, model, represent] [data, subspace, objective, function, proposed, regularization, manifold, distribution, optimization, method, conducted, algorithm, problem, original, mapping, number, space, minimizing, minimize, dimensionality, vector, simultaneously, china] [figure, preservation, shift] [image, distance, similarity, metric, difference, good, outperforms, compute]

Real-Time Part-Based Visual Tracking via Adaptive Correlation Filters
Liu, Ting, Wang, Gang, Yang, Qingxiong

[pdf] [rank by tf-idf similarity to this]

[vision, visual, learning, set] [map, response, recognition, size, learned, table, discriminative, training, structured, performance] [tracking, target, based, correlation, object, kcf, appearance, tracker, adaptive, online, tracked, multiple, structural, state, bounding, frame, weight, struck, updated, framework, likelihood, individual, track, adaptively, average, psr, particle, calculate, entire, video, box, detection] [model, fps, occlusion, joint, inference, location, occluded, layout, challenging] [method, proposed, constraint, updating, problem, maximum, number, complicated, sparse, update, machine, adopted] [computer, ieee, conference, pattern, robust, international, speed, red, observation, smooth, center, small, high, figure] [bayesian, corresponding, scale, image, spatial, partial, rate]

Efficient Sparse-to-Dense Optical Flow Estimation Using a Learned Basis and Layers
Wulff, Jonas, Black, Michael J.

[pdf] [rank by tf-idf similarity to this]

[vision, work, learning, set] [feature, learned, layer, training, accuracy, recognition, learn, performance, combine] [frame, truth, average, propose, assigned] [estimation, kitti, approach, model, ground, volume, current, full, point] [sparse, basis, method, algorithm, linear, principal, note, analysis, machine, runtime, data, number, subspace, journal, computationally, approximate] [optical, motion, computer, ieee, pattern, layered, accurate, figure, estimate, conference, international, robust, interpolation, small, horizontal, traditional, vertical, requires, springer, lecture, simple] [image, dense, compute, pca, matching, spatial, computed, sintel, june, large, resolution, fast, variational, well, good, local, displacement]

Cascaded Hand Pose Regression
Sun, Xiao, Wei, Yichen, Liang, Shuang, Tang, Xiaoou, Sun, Jian

[pdf] [rank by tf-idf similarity to this]

[human, dataset, learning, work] [better, stage, previous, training, global, root, feature, learn, achieve] [hierarchical, object, based, frame, tracking, average, framework, truth, updated, complex] [pose, hand, regression, palm, estimation, holistic, depth, coordinate, articulated, cascaded, viewpoint, approach, body, fps, initial, canonical, error, parameterization, lrf, joint, model, ground, finger, initialization, forest, regressing, offset, regressors, rough, challenging, articulation] [random, algorithm, update, note, data] [pixel, estimate, camera, axis, real, estimated, figure, rotation, angle, second, plane, residual, high, pitch, motion, directly] [image, large, transformation, invariance, normalization, difference, applied, corresponding, good, local]

Joint Photo Stream and Blog Post Summarization and Exploration
Kim, Gunhee, Moon, Seungwhan, Sigal, Leonid

[pdf] [rank by tf-idf similarity to this]

[photo, blog, summarization, text, set, stream, semantic, associated, summary, disney, help, latent, ranking, attraction, subset, include, disneyland, knowledge, titling, visual, work, automatic, representative, task, test, selected, entity, randomly, perform] [svm, size, table, stochastic, jointly, training, feature, better, top, build, achieve] [consecutive, key, based, sequence, generate, online, three, indicates, score] [alignment, joint, approach, localization, initial, adjacency, location] [algorithm, method, number, data, constraint, matrix, vector, optimization] [interpolation, estimated, figure] [image, large, similarity, query, pair, comparison, named, choose, list, best]

Latent Trees for Estimating Intensity of Facial Action Units
Kaltwang, Sebastian, Todorovic, Sinisa, Pantic, Maja

[pdf] [rank by tf-idf similarity to this]

[learning, latent, work, categorical, set, conditional, evaluation, clean, human, existing, emotion] [training, hidden, feature, performance, learn, input, discriminative, better, increase] [average, node, action, likelihood, video, correlation, structural, target, appearance] [model, fau, facial, structure, tree, svr, disfa, blt, corr, svc, faus, shoulderpain, spontaneous, inference, face, landmark, posterior, joint, generative, estimation, continuous, leaf, discrete, marginals, pronounced] [data, number, algorithm, distribution, vector, binary, marginal, iteratively, parameter, random, problem, derive] [intensity, noise, ieee, pattern, figure, estimate] [local, parent, lbp, bayesian]

Material Classification With Thermal Imagery
Saponaro, Philip, Sorensen, Scott, Kolagunda, Abhishek, Kambhamettu, Chandra

[pdf] [rank by tf-idf similarity to this]

[work, system, indicator, correct, plastic, wood, vision, study] [feature, coarse, accuracy, class, extracted, top, fine, refers, map, table, compared, standard] [video, combination, based, combined, long, threshold] [model, described, recorded, aligned, coordinate] [rank, method, function, time, linear, sample, spectral, chosen] [material, water, permeation, color, thermal, fft, spherical, equation, figure, infrared, temperature, ieee, computer, heating, pattern, paper, binned, conference, camera, cooling, wave, international, lamp, lighting, nir, slice, champ, lwir, minute, txk, simple, center, total, varying, setup, bidirectional] [heat, texture, best, image, imagery, patch, rate, invariance, comparison, comparing]

Fixation Bank: Learning to Reweight Fixation Candidates
Zhao, Jiaping, Siagian, Christian, Itti, Laurent

[pdf] [rank by tf-idf similarity to this]

[visual, test, positive, human, selected, set, correlated, green, learning] [feature, map, channel, negative, training, fixation, learn, raw, extracted, representation, build, contextual] [blob, saliency, bank, decomposed, group, auc, weight, diem, dynamic, video, blocked, eye, crcns, making, frame, attention, static, density, judd, decompose, ciom, including, based, reweight] [model, gaze, scene, reconstruction, regression, location, approach] [data, gaussian, block, algorithm, column, lasso, linear, reweighting, method, sum, problem, journal, row, sample, decomposition, number, case] [figure, motion] [dictionary, peak, local, image, spatial, outperforms, weighting, weighted, reference, gap]

Leveraging Stereo Matching With Learning-Based Confidence Measures
Park, Min-Gyu, Yoon, Kuk-Jin

[pdf] [rank by tf-idf similarity to this]

[predicted, prediction, selected, set, learning, datasets, correct, consistency, select] [performance, feature, input, training, improvement, accuracy, map, negative, improves, learned, trained] [cost, measure, detection, based, frame, auc, detecting] [kitti, regression, sgm, challenging, forest, initial, term, occluded, approach, tree, ground, error, step, volume, robustness, depth] [proposed, method, number, data, selection, random, variable, algorithm, vector, order, time, original, permutation, problem, consistently] [stereo, disparity, modulation, figure, pixel, outdoor, quality, robust, left, captured, middlebury] [matching, image, difference, computed, unreliable, modulated, correctness, construct, similarity, local, mismatched, fast, false, peak]

Beyond the Shortest Path : Unsupervised Domain Adaptation by Sampling Subspaces Along the Spline Flow
Caseiro, Rui, Henriques, Joao F., Martins, Pedro, Batista, Jorge

[pdf] [rank by tf-idf similarity to this]

[domain, source, adaptation, amazon, dslr, webcam, ssf, symd, visual, unsupervised, set, learning, paradigm, datasets, work, concept, wrapping, description, task, refer] [intermediate, recognition, caltech, map, training, advantage, fully, trained, representation] [target, object, multiple, complex, integrate, sod] [point, allows, kinematic, model, location] [curve, data, manifold, spline, geodesic, space, grassmann, sgf, tangent, proposed, riemannian, projection, order, matrix, number, rank, symmetric, subspace, problem, algorithm, represented, idea, euclidean, sen, orthogonal, special, son] [rolling, mode, smooth, shift, simple, real, presented, motion] [compute, computed, image, geometric, sampling, deal, large, respective, best, metric]

Discriminant Analysis on Riemannian Manifold of Gaussian Distributions for Face Recognition With Image Sets
Wang, Wen, Wang, Ruiping, Huang, Zhiwu, Shan, Shiguang, Chen, Xilin

[pdf] [rank by tf-idf similarity to this]

[set, vision, learning, positive, embedding] [recognition, discriminative, training, performance, feature, testing, compared, belonging] [based, measure, propose, average, three, video, group, multiple] [face, model, modeling, prior, probabilistic, represent, single, approach, mixture] [gaussian, kernel, manifold, gaussians, analysis, riemannian, method, space, covariance, linear, data, lie, gmm, number, distribution, subspace, euclidean, proposed, ytc, nonlinear, order, derive, cdl, mda, mmd, sparse, cox, gda, dcc, pasc, sample, geda, spd, denoted, conducted, ytf] [computer, conference, ieee, pattern, component, society, international, geometry] [image, distance, discriminant, statistical, local, similarity, compute, weighted, nearest, divergence, gallery, derived]

Reflectance Hashing for Material Recognition
Zhang, Hang, Dana, Kristin, Nishino, Ko

[pdf] [rank by tf-idf similarity to this]

[vision, set, embedding, learner, learning, selected, novel, processing, automotive, paint, wood, visual] [recognition, feature, boosting, training, class, discriminative, performance, neural, size, response] [appearance, recognizing, spot, framework] [surface, approach, mirror, point, single, scene, error, joint, layout, provide] [binary, hashing, method, number, function, machine, hash, space, spectral, compact, analysis] [material, figure, computer, texton, disk, conference, ieee, glossy, pattern, angular, illumination, camera, metal, viewing, paper, parabolic, measurement, light, rubber, international, pixel, angle, high, optical, feather, ceramic, brdf] [image, rate, textons, texture, spatial, nearest, gradient, illustrated, distance, region, characteristic, textured, variation, change, database]

Real-Time 3D Head Pose and Facial Landmark Estimation From Depth Images Using Triangular Surface Patch Features
Papazov, Chavdar, Marks, Tim K., Jones, Michael

[pdf] [rank by tf-idf similarity to this]

[test, set, library, system, side] [training, testing, input, accuracy, trained, map, detector, previous, table, feature] [based, detection, average, online, generated] [head, depth, pose, facial, landmark, triangle, face, point, centroid, tsp, surface, model, estimation, biwi, orientation, triangular, performed, height, kinect, fanelli, single, equilateral, winning, error, nose, cloud, bfm, mesh, detected, localization] [base, data, method, number, sample, parameter, lie, proposed, clustering, time] [rotation, figure, robust, synthetic, estimate, estimated, sensor, accurate, high, ieee] [distance, voting, descriptor, sampled, missed, patch, sampling, compute, local, corresponding, image, consists, rate, nearest]

Making Better Use of Edges via Perceptual Grouping
Qi, Yonggang, Song, Yi-Zhe, Xiang, Tao, Zhang, Honggang, Hospedales, Timothy, Li, Yi, Guo, Jun

[pdf] [rank by tf-idf similarity to this]

[set, human, work, generation, ranking, learning, natural, semantic, visual, dataset, novel, vision, strategy, generating] [contour, map, better, performance, feature, top, table, hog] [edge, grouping, object, gestalt, perceptual, segmentation, objectness, based, box, bounding, candidate, group, sbir, score, generated, multiple, detection, proposal, grouper, framework, generate, key, three, measure, edgeboxes, recall, bing, salient, partition, boundary, mcg] [approach, closure, model, qualitative] [graph, proposed, method, problem, proximity, algorithm, function, energy, grouped, number, rank] [figure, real, continuity, simple, ratio, high] [sketch, image, retrieval, pair, query, scale, distance, formed, compute, local]

Data-Driven Depth Map Refinement via Multi-Scale Sparse Representation
Kwon, HyeokHyen, Tai, Yu-Wing, Lin, Stephen

[pdf] [rank by tf-idf similarity to this]

[learning, dataset, natural, set, human, address, noisy] [map, raw, training, learned, level, performance, higher, learn, size, table, previous, compared] [based, three, truth, park, edge] [depth, rgb, kinect, face, approach, joint, scene, reconstruction, nagdp, single, model, hole, ground, reconstruct] [data, method, sparse, practical, algorithm, missing, fusion, problem, order, min, arg] [figure, upsampling, equation, tof, captured, presented, high, ieee, quality, intensity, middlebury, supplemental, recovered] [dictionary, image, resolution, gradient, large, scale, texture, local, degradation, statistical, uncorrelated, geometric, exhibit, patch, bicubic, variation, illustrated]

Super-Resolution Person Re-Identification With Semi-Coupled Low-Rank Discriminant Dictionary Learning
Jing, Xiao-Yuan, Zhu, Xiaoke, Wu, Fei, You, Xinge, Liu, Qinglong, Yue, Dong, Hu, Ruimin, Xu, Baowen

[pdf] [rank by tf-idf similarity to this]

[learning, set, dataset, test, select, evaluation, randomly] [learned, feature, representation, discriminative, training, compared, table, designed, pedestrian, learn, recognition, learns] [based, updated, appearance] [approach, term, represent, ensure, provide] [mapping, min, function, coding, sparse, ith, formula, objective, matrix, rank, regularization, number, experimental, china, method, updating, cluster, proposed, denote, close, lagrange] [camera, ieee, conference, figure, captured, technique, intrinsic] [person, image, dictionary, gallery, pair, matching, probe, rate, sscdl, coupled, sampling, discriminant, viper, rdc, rplm, well, kissme, prid, distance, patch, converted, metric, characterize, corresponding]

Unsupervised Visual Alignment With Similarity Graphs
Shokrollahi Yancheshmeh, Fatemeh, Chen, Ke, Kamarainen, Joni-Kristian

[pdf] [rank by tf-idf similarity to this]

[visual, unsupervised, work, learning, set, manually, semantic, maximization, select, labeled, annotation] [feature, class, effective, imagenet, accuracy, achieved, table, representation, better] [object, seed, cost, based, measure, detection, bounding] [alignment, face, approach, manual, aligned, term] [graph, assignment, problem, method, algorithm, aij, matrix, approximation, number, function, space, solution, selection, optimization, computation, proposed, computational, form, solved, ransac, minimum, data] [figure, direct, generalized, avoid, distortion] [similarity, image, matching, good, geometric, transformation, congealing, dijkstra, spatial, ideal, centrality, fast, benchmark, large, stepwise, mst, best, lankinen, distance, local, huang, sift, moderately]

Person Re-Identification by Local Maximal Occurrence Representation and Metric Learning
Liao, Shengcai, Hu, Yang, Zhu, Xiangyu, Li, Stan Z.

[pdf] [rank by tf-idf similarity to this]

[learning, occurrence, vision, dataset, set] [feature, performance, table, learn, representation, learned, training, accuracy, effective, applying, recognition, compared] [propose, score] [viewpoint, face, detected] [proposed, method, subspace, algorithm, analysis, rank, time, dimensional, dimension, function, problem, low, eigenvalue] [conference, computer, camera, pattern, ieee, color, robust, illumination, international, figure, horizontal, observed, generalized, second] [person, metric, local, xqda, lomo, discriminant, image, retinex, distance, viper, matching, database, called, maximal, kissme, comparison, applied, best, invariant, cumulative, cvpr, bayesian, well, cmc, derived, texture, grid, itml, histogram, lmnn, large, cuhk, computed]

A Dynamic Programming Approach for Fast and Robust Object Pose Recognition From Range Images
Zach, Christopher, Penate-Sanchez, Adrian, Pham, Minh-Tri

[pdf] [rank by tf-idf similarity to this]

[set, work, predicted, dataset, evaluation, learning, task, consistency] [feature, training, recognition, input, def, level, discriminative, performance, global, highly] [object, detection, based, frame, three, interest] [depth, pose, model, surface, approach, point, coordinate, estimation, shape, message, occupancy, normal, spin, cluttered, current, full, cad, commodity] [data, sample, time, method, range, computation, algorithm, number, respect, pairwise, binary, random, choice] [pixel, minimal, robust, sensor, observed, color, estimating, real] [local, matching, image, descriptor, distance, sampling, putative, respective, compatibility, invariant, inlier, determine, compute, true, hough, query]

Fast and Flexible Convolutional Sparse Coding
Heide, Felix, Heidrich, Wolfgang, Wetzstein, Gordon

[pdf] [rank by tf-idf similarity to this]

[learning, dataset, vision, set, evaluate, datasets, existing, strategy, work, example] [convolutional, learned, feature, better, convolution, table, previous, inversion, standard, training, size] [boundary, cost, propose, framework, supported] [reconstruction, allows, approach, described, term] [sparse, method, proposed, objective, coding, algorithm, data, csc, optimization, solve, formulation, converges, argmin, general, linear, fruit, convergence, sum, number, problem, faster, solution, bristow, original, shrinkage, alternating, solved, solving, gaussian, note, convex, operator, time, proximal, derive] [figure, quality, frequency, computer, signal, compressive, inverse, imaging] [image, incomplete, local, psnr, demonstrate, city, well, sampled, spatial, splitting, compare, good]

Similarity Learning on an Explicit Polynomial Kernel Feature Map for Person Re-Identification
Chen, Dapeng, Yuan, Zejian, Hua, Gang, Zheng, Nanning, Wang, Jingdong

[pdf] [rank by tf-idf similarity to this]

[set, latent, learning, vision, positive, dataset, introduce, discover, correct, task] [feature, triplet, loss, table, negative, map, learn, performance, training, size, recognition, accuracy] [multiple, based, three, weight, utilize, object] [approach, face, mixture, single, term] [function, regularization, explicit, method, vector, kernel, sparsity, binary, linear, rank, problem, number, form, formulation, update, algorithm, data, proposed, objective, machine, respect, min, convex, constraint, parameter, national] [computer, figure, pattern, polynomial, equation, conference, camera, adopt, second, international] [similarity, person, matching, image, gallery, distance, patch, hij, viper, comparison, probe, grid, mahalanobis, metric, matched, descriptor, rate, best, cmc, compare, hik]

24/7 Place Recognition by View Synthesis
Torii, Akihiko, Arandjelovic, Relja, Sivic, Josef, Okutomi, Masatoshi, Pajdla, Tomas

[pdf] [rank by tf-idf similarity to this]

[visual, work, baseline, google, example, dog, associated] [recognition, map, top, compared, performance, representation, feature, fisher, standard, extracted] [appearance, based, generate, recall, structural, individual] [scene, viewpoint, depth, location, structure, position, model, challenging, approach] [method, sparse, original, number, compact, data, vector, note, proposed] [illumination, camera, figure, synthetic, perspective, ratio, captured] [place, image, query, virtual, vlad, matching, dense, synthesized, view, database, sampled, local, descriptor, synth, major, large, invariant, densely, synthesis, inlier, sift, tokyo, change, match, illustrated, imagery, geometrically, well, matched, grid, spatial, rootsift, synthesize, sparsely, sampling, closest]

Tree Quantization for Large-Scale Similarity Search and Classification
Babenko, Artem, Lempitsky, Victor

[pdf] [rank by tf-idf similarity to this]

[set, search, learning, dataset, datasets, evaluate, process, evaluation] [training, accuracy, global, advantage, learned, table, neural, representation, better, fisher] [assigned, recall, average, edge, performs] [tree, error, reconstruction, inference, structure, vertex] [otq, encoding, quantization, codebook, coding, product, codebooks, vector, opq, dimension, compressed, uncompressed, code, codewords, optimal, apq, codeword, number, optimized, euclidean, minimization, quantizer, main, sum, method, additive, complexity, approximate, faster, data, linear, binary, assignment, time, graph, composite, orthogonality, pairwise] [scalar, figure, rotation] [compression, nearest, neighbor, large, scheme, distance, retrieval, well, fast, query, compare, image]

Becoming the Expert - Interactive Multi-Class Machine Teaching
Johns, Edward, Mac Aodha, Oisin, Brostow, Gabriel J.

[pdf] [rank by tf-idf similarity to this]

[teaching, learning, human, student, strategy, active, set, teacher, interactive, visual, datasets, task, work, ability, dataset, labeled, seer, mechanical, incorrect, label, swp, showing, provided, scc, example, sbatch, adapt, correct, future, web, test, amount, curriculum, goal, perform, domain, turk, access, feedback] [class, feature, performance, table, learn, testing, better, compared] [based, teach, average, truth, object, individual] [model, current, ground, challenging, approach, prior, uncertainty] [machine, random, number, matrix, time, method, optimal, problem, data, batch, space, selection, distribution] [figure, real, directly, estimate, presented, computer] [image, similarity, computed]

Encoding Based Saliency Detection for Videos and Images
Mauthner, Thomas, Possegger, Horst, Waltner, Georg, Bischof, Horst

[pdf] [rank by tf-idf similarity to this]

[human, visual, dataset, perform, set, evaluate, supervised, content, weakly] [global, map, training, feature, compared, representation, input, top, detector, applying] [saliency, salient, video, object, ebsg, foreground, based, detection, activity, likelihood, dynamic, contrast, recall, individual, background, ucf, static, appearance, precision, segmentation, action, box, analyzing, ebsl, average, gestalt, border, bounding, combination, propose, asd, lab] [occupied, joint, allows, estimation, described, challenging, approach, cluttered, solely] [encoding, number, distribution, data, proposed, method, maximum, general] [motion, color, figure, camera, pixel, directly, optical, enforce, estimating] [image, local, region, histogram, weighted, magnitude]

Unsupervised Object Discovery and Localization in the Wild: Part-Based Matching With Bottom-Up Region Proposals
Cho, Minsu, Kwak, Suha, Schmid, Cordelia, Ponce, Jean

[pdf] [rank by tf-idf similarity to this]

[unsupervised, discovery, learning, collection, common, supervised, work, dataset, weakly, colocalization, set, source, evaluation, visual, evaluate, example, horse] [class, table, performance, better, discriminative, negative, fully, top, bus, pascal] [object, corloc, corret, foreground, multiple, average, standout, cosegmentation, score, target, localized, box, measure, detection, candidate, based, state, localize, bounding, contrast, viewed, objectness, appearance] [localization, potential, challenging, approach, dominant, offset, probabilistic, single, current] [method, algorithm, proposed, form, number, note, problem] [figure, robust] [region, image, matching, neighbor, retrieval, hough, match, best, metric, correspondence, well]

Semantic Part Segmentation Using Compositional Model Combining Shape and Appearance
Wang, Jianyu, Yuille, Alan L.

[pdf] [rank by tf-idf similarity to this]

[semantic, animal, learning, horse, set, labeling, relation, work, human, dataset, side] [parsing, learn, pascal, voc, performance, fully, combining, top] [segmentation, object, appearance, detection, node, bounding, box, segment, average, hierarchical, boundary, score, iou, edge, dynamic] [compositional, model, mixture, inference, head, leaf, shape, structure, location, neck, pose, represent, leg, torso, pixelwise, body, deformable, challenging, localization, tree, capture, landmark, constrained] [algorithm, method, number, problem, min, symmetric, denote, experiment, energy, lower, function, consider, graph, vector, complexity, linear, approximate] [figure, result, develop] [region, best, image, distance, represents, transform]

Multiclass Semantic Video Segmentation With Object-Level Active Inference
Liu, Buyu, He, Xuming

[pdf] [rank by tf-idf similarity to this]

[semantic, learning, set, active, labeling, consistency, select, relation, introduce, evaluate, entropy, selected, subset, focus, include] [crf, class, performance, accuracy, table, learn, build, multiclass, achieve, improve, parsing, learned, jointly, train, better] [object, video, supervoxel, segmentation, based, policy, subgraph, three, hypothesis, subgraphs, hmn, detection, average, state, generate, singleton, foreground, score, imitation, formulate, multiple, sequence] [inference, model, scene, potential, joint, occlusion, ordering, unary, full, approach, structure, current, forest] [number, method, selection, pairwise, optimal, algorithm, approximate, random, proposed] [figure, informative, pixel, develop, liu, computer] [dense, pair, compute, choose, large]

Global Supervised Descent Method
Xiong, Xuehan, De la Torre, Fernando

[pdf] [rank by tf-idf similarity to this]

[vision, set, strategy, dataset, supervised, labeled, subset, active, work, domain, evaluation, learning, positive] [training, feature, previous, global, generic, performance, learns, recognition, standard, context] [tracking, partition, three, object, based, appearance, track, average, state, policy] [sdm, face, gsdm, descent, facial, shape, model, extrinsic, alignment, pose, error, landmark, recorded, posit, dhd, single, nls, ceh, estimation, xiong] [parameter, optimization, function, data, method, nonlinear, matrix, space, exists, proposed, algorithm, number, minimizing, case, extended, condition, order, iteration, hessian, kernel] [computer, camera, pattern, calibration, figure, rotation, simple] [local, image, gradient, large]

3D All The Way: Semantic Segmentation of Urban Scenes From Start to End in 3D
Martinovic, Andelo, Knopp, Jan, Riemenschneider, Hayko, Van Gool, Luc

[pdf] [rank by tf-idf similarity to this]

[semantic, labeling, weak, work, test, set, learning, evaluation, labeled, knowledge, label, create, novel] [accuracy, crf, parsing, van, performance, class, grammar, connected, table, recognition, pascal, top] [segmentation, propose, individual, object, based, box, generated, group, multiple, detection, iou, three] [facade, point, approach, cloud, architectural, pcl, initial, structure, scene, procedural, shape, reconstruction, urban, split, depth, timing, alignment, modeling, height, projected, sfm, building] [method, optimization, random, time, original, graph, number, data, main] [figure, separation, speed, estimated] [image, best, descriptor, compare, view, city, distance]

Robust Video Segment Proposals With Painless Occlusion Handling
Wu, Zhengyang, Li, Fuxin, Sukthankar, Rahul, Rehg, James M.

[pdf] [rank by tf-idf similarity to this]

[vision, evaluation, annotator, system, set, dataset, report, human, semantic, work, european] [training, size, testing, previous, pool, feature, table, better] [video, segment, object, frame, segmentation, track, tracking, lso, appearance, overlap, truth, score, framework, proposal, target, detection, handling, average, long, propose, lsos, start, tracked, hierarchical, merge, backtracking, moving, updated, preliminary, tracker, generated, entire, temporal] [occlusion, ground, occluded, model, complete, free, approach, step, regression, single, starting] [algorithm, number, matrix, method, time, original, clique, note, order, problem, graph, move] [computer, conference, ieee, pattern, motion, international, handle, figure, assume, tested] [image, metric]

Learning To Look Up: Realtime Monocular Gaze Correction Using Machine Learning
Kononenko, Daniil, Lempitsky, Victor

[pdf] [rank by tf-idf similarity to this]

[system, set, learning, vision, test, dataset, people] [training, input, output, feature, recognition, replacement, decision, learn, version, trained, learned] [eye, based, video, score, box, appearance, bounding, node, threshold] [gaze, tree, redirection, face, single, forest, location, columbia, leaf, head, monocular, approach, point, error, pose, realistic, estimation, split, alignment] [method, number, vector, machine, random, sample, problem, data] [pixel, correction, computer, pattern, figure, conference, camera, coherence, contact, small, result, direction, international, second, motion, vertical, hardware, color] [image, view, randomized, difference, ten, compatibility, corresponding, compare, synthesize, person]

Kernel Fusion for Better Image Deblurring
Mai, Long, Liu, Feng

[pdf] [rank by tf-idf similarity to this]

[vision, set, european, conditional, dataset, existing, evaluate, provided, relation, predict] [better, training, performance, improve, combining, input, trained, train, combine, compared, learn, feature, outperform, testing] [individual, multiple, generate, framework, success, combination, average, generated, measure] [estimation, model, error, neighboring, approach, regression] [kernel, fusion, method, element, gaussian, random, function, denotes, effectively, problem, underlying, fpq, energy] [deblurring, deconvolution, computer, conference, figure, blur, ieee, pattern, quality, result, ratio, blind, blurry, estimated, blurred, motion, sharp, gcrf, averaging, sbdb, produce, recover, classical, cho, camera, develop, international, goldstein] [image, true, best, local, rate, good, large, well, blurring]

DASC: Dense Adaptive Self-Correlation Descriptor for Multi-Modal and Multi-Spectral Correspondence
Kim, Seungryong, Min, Dongbo, Ham, Bumsub, Ryu, Seungchul, Do, Minh N., Sohn, Kwanghoon

[pdf] [rank by tf-idf similarity to this]

[visual, evaluation, set, learning] [pooling, receptive, discriminative, window, performance, training, feature, size, table, max] [adaptive, based, cost, weight, correlation, combination, propose, measure, reliable, average] [error, ground, evaluated, challenging, approach] [support, computational, modality, computation, method, sensitive, complexity, objective] [illumination, pattern, robust, ieee, stereo, conventional, optical, exposure, figure, intensity, multispectral, estimate, pixel, middlebury, mpi, varying, motion, color, acm, disparity] [descriptor, dense, matching, dasc, image, sampling, local, correspondence, fast, sift, similarity, benchmark, randomized, computed, patch, compute, computing, daisy, ancc, inherent, unoccluded, wta, rsncc, registration, dramatically, gradient, densely]

GMMCP Tracker: Globally Optimal Generalized Maximum Multi Clique Problem for Multiple Object Tracking
Dehghan, Afshin, Modiri Assari, Shayan, Shah, Mubarak

[pdf] [rank by tf-idf similarity to this]

[set, association, hard, selected, scenario] [network, layer, input, size, global, table, performance, reported, better] [tracking, dummy, gmmcp, gmcp, appearance, node, tracker, tracklets, edge, track, multiple, cost, object, based, detection, integer, weight, adn, tracklet, propose, formulate, target, lot, parking, mot, town, online, segment] [model, program, occlusion, allows, quantitative] [graph, problem, solution, number, clique, maximum, cluster, method, data, proposed, optimization, batch, constraint, time, complexity, order, function, vector, multi, binary, form, formulation, variable, computational, original] [motion, generalized, real, second, equation, figure, length, small, paper] [implementation, similarity]

A Stable Multi-Scale Kernel for Topological Machine Learning
Reininghaus, Jan, Huber, Stefan, Bauer, Ulrich, Kwitt, Roland

[pdf] [rank by tf-idf similarity to this]

[learning, set, domain, vision, popular, address, study, positive, work] [performance, feature, table, bottleneck, map, class, input, recognition, standard, connected] [segmentation, propose, individual] [shape, point, structure, surface, approach] [persistence, kernel, topological, function, data, space, shrec, diagram, dkl, machine, wasserstein, note, persistent, solution, homology, analysis, hilbert, consider, order, exp, theorem, time, outex, form, denote, vector, parameter, dirac, respect, proposed, sublevel, lead, operator, problem, condition, additive, prove, bijections] [stability, result, figure, high, directly, constant, real, synthetic] [distance, scale, texture, stable, hks, called, metric, image, lipschitz, retrieval, corresponding, partial, large]

Indoor Scene Structure Analysis for Single Image Depth Estimation
Zhuo, Wei, Salzmann, Mathieu, He, Xuming, Liu, Miaomiao

[pdf] [rank by tf-idf similarity to this]

[predicted, vision, encode, predict, dataset, semantic, probability, exploit, test, prediction, retrieve, set, label] [global, training, layer, trained, table, additional, input, ablation, larger] [superpixel, superpixels, three, based, employed, state, boundary, candidate, box, propose, appearance] [depth, scene, estimation, single, model, structure, approach, normal, layout, term, indoor, potential, detailed, inference, rmrc, reasoning, provide, unary, orientation, discrete, represent, semanticdepth, typically, error, relies, rgb] [method, energy, note, analysis, pairwise, data] [pixel, computer, ieee, conference, estimated, pattern, plane, figure, estimate, geometry] [image, local, region, corresponding, query, large]

A Graphical Model Approach for Matching Partial Signatures
Du, Xianzhi, Doermann, David, Abd-Almageed, Wael

[pdf] [rank by tf-idf similarity to this]

[dataset, topic, set, datasets, supervised, work, draw, latent, visual, document, address, probability, predicted, test, refer, existing] [context, accuracy, table, training, build, contour, feature, compared, performance, previous, global] [salient, based, three, hierarchical] [full, shape, model, term, built, point] [number, method, dirichlet, rank, pairwise, lsh, distribution, problem, sample, data, algorithm, journal, space, corresponds, cluster, column, row] [figure, equation, total, observation, estimate, international, estimated] [partial, signature, matching, region, hdp, tobacco, query, vocabulary, author, variational, impact, tth, local, slda, umd, image, nth, reference, histogram, large]

Classifier Based Graph Construction for Video Segmentation
Khoreva, Anna, Galasso, Fabio, Hein, Matthias, Schiele, Bernt

[pdf] [rank by tf-idf similarity to this]

[set, learning, type, learnt, work, subset, common, test, baseline, visual] [performance, validation, training, feature, improves, better, connected, improve, table, improvement, level, learn] [video, segmentation, edge, superpixels, based, topology, partitioning, bpr, superpixel, wij, vpr, boundary, appearance, precision, galasso, measure, frame, temporal, object, propose, ncl, average, hierarchical, partition, mjf] [model, shape, approach, provide, allows, challenging, procedure, split] [graph, proposed, number, consider, spectral, clustering, construction, selection, method, algorithm, exp, optimal, literature, matrix] [figure, calibration, motion, length, optical] [similarity, image, best, distance, large, neighbor, compute]

Pushing the Frontiers of Unconstrained Face Detection and Recognition: IARPA Janus Benchmark A
Klare, Brendan F., Klein, Ben, Taborsky, Emma, Blanton, Austin, Cheney, Jordan, Allen, Kristen, Grother, Patrick, Mah, Alan, Burge, Mark, Jain, Anil K.

[pdf] [rank by tf-idf similarity to this]

[subject, dataset, search, protocol, set, provided, baseline, open, human, manually, datasets, annotation, randomly, operational, collected, automated] [recognition, accuracy, detector, training, performance, testing, reported, table] [detection, bounding, box, multiple, detect, video, key, plot, interest, threshold] [face, template, pose, performed, full, approach, commodity, geographic, ground, facial, allows, single] [number, algorithm, proposed, exists, data, order, scalable] [figure, ieee, captured, paper, computer] [unconstrained, image, probe, imagery, false, gallery, benchmark, rate, person, janus, compare, gots, iarpa, varied, well, overview, match, roc, accept, openbr, database, sampled, corresponding, limited, large, lfw]

Video Summarization by Learning Submodular Mixtures of Objectives
Gygli, Michael, Grabner, Helmut, Van Gool, Luc

[pdf] [rank by tf-idf similarity to this]

[summary, summarization, learning, dataset, set, user, interestingness, select, predict, web, text, representative, representativeness, evaluation, document, existing, maximization, visual, subset, create, automatically, interesting, domain, hard, task, evaluate, prediction, type, created, annotated] [learn, max, training, previous, input, deep, compared, global, follow, jointly, trained, structured, performance, optimizes, version] [video, multiple, score, segment, egocentric, short, temporal, based, frame, cost, event, generated, longer, recall, uniformity, propose] [approach, inference] [submodular, method, objective, order, function, optimize, solution, greedy, data, selection, optimizing, algorithm, problem, approximation, marginal, optimal, optimized, arg, optimization] [uniform, acm, length] [reference, well, good, image, best]

Mining Semantic Affordances of Visual Object Categories
Chao, Yu-Wei, Wang, Zhan, Mihalcea, Rada, Deng, Jia

[pdf] [rank by tf-idf similarity to this]

[verb, semantic, affordances, visual, affordance, knowledge, work, human, plausibility, language, google, mining, collaborative, vision, synset, car, predict, sense, horse, bird, selectional, cat, operate, dog, common, cow, boat, bottle, bicycle, search, airplane, plant, side, sheep, noun, couch, dining, returned, textual, motorcycle, potted, text, learning, dataset, question, predicting, hurt, answer, natural, visualness] [train, table, recognition, chair, feed, bus, pascal, representation, top] [object, action, precision, average, recall, score, based, truth] [ground, prior, performed] [number, matrix, problem, computational, data, lsa] [computer, ieee, international, pattern, figure] [person, image, false]

Fast Action Proposals for Human Action Detection and Search
Yu, Gang, Yuan, Junsong

[pdf] [rank by tf-idf similarity to this]

[human, search, set, dataset, evaluation, positive, green, evaluate, work] [table, compared, max, performance, recognition, feature, reduce, training, larger, highly] [action, detection, path, bounding, based, score, video, proposal, box, msrii, object, actionness, recall, candidate, average, ucf, overlap, trajectory, locate, coverage, segmentation, handclapping, three, precision, generated, boxing, temporal, online, frame, cost, propose] [performed, localization, challenging, detected, approach, potential, cad] [algorithm, random, maximum, number, problem, computational, proposed, method, satisfy, greedy, consider, data, space, linear] [motion, red, figure, high, ratio, presented, blue] [best, applied, well, dense, local, unconstrained, fast, large, good]

A Dataset for Movie Description
Rohrbach, Anna, Rohrbach, Marcus, Tandon, Niket, Schiele, Bernt

[pdf] [rank by tf-idf similarity to this]

[movie, description, semantic, visual, vision, audio, corpus, dataset, sentence, linguistics, smt, association, human, natural, language, script, verbnet, learning, datasets, work, open, automatic, sense, annotated, manually, word, european, evaluation, text, meeting, novel, annual, describing, generating, wsd, verb, select, discussion, understand, source, automatically] [recognition, table, parsing, neural, performance, representation] [video, extract, role, object, multiple] [approach, aligned, alignment, provide, rely, align, scene, manual, model] [computational, data, method, number, proposed, time] [conference, computer, ieee, international, pattern, parallel, translation, total, length] [image, large, nearest, compare, comparing]

Reconstructing the World* in Six Days *(As Captured by the Yahoo 100 Million Image Dataset)
Heinly, Jared, Schonberger, Johannes L., Dunn, Enrique, Frahm, Jan-Michael

[pdf] [rank by tf-idf similarity to this]

[photo, visual, set, processing, dataset, datasets, strategy, add, system, perform, discover, process, leverage, work] [connected, representation, size, feature, table, achieve, recognition, smaller] [overlap, based, propose, detection, memory, merging, candidate, framework] [scene, approach, modeling, model, single, reconstruction, sfm, current] [cluster, data, number, method, proposed, order, scalability, computation, time, minimum] [component, computer, figure, disk, enable] [image, iconic, geometric, streaming, retrieval, frahm, register, sift, query, internet, registration, compute, rate, connectivity, large, match, scale, connecting, vocabulary, nearest, unordered, pair, overlapping, major, matching, registered, limited, leveraging, yahoo]

Pairwise Geometric Matching for Large-Scale Object Retrieval
Li, Xinchao, Larson, Martha, Hanjalic, Alan

[pdf] [rank by tf-idf similarity to this]

[set, system, visual, consistency, evaluate, strategy, work, datasets, ranking, ranked] [performance, feature, map, table, global, bof, improvement, compared, improving, achieved, improve, generic] [object, salient, individual, based, three, multiple, bin, start] [point, initial, model, typically, step, approach] [pairwise, method, proposed, time, scaling, number, case, computational, hamming, experimental, exploited, binary, order, exploiting, original, code] [rotation, figure, high] [image, geometric, spatial, matching, retrieval, correspondence, local, pgm, scale, transformation, query, large, hough, cvpr, hpm, oxford, barcelona, matched, scheme, comparison, applied, weighting, reranking, voting, vocabulary, derived, pair, computed, database, performing, best, similarity, illustrated]

Video Magnification in Presence of Large Motions
Elgharib, Mohamed, Hefeeda, Mohamed, Durand, Fredo, Freeman, William T.

[pdf] [rank by tf-idf similarity to this]

[processing, noisy, reveal, user] [gate, global, larger, input, stage, feature] [sequence, video, frame, generate, youtube, temporal, foreground, temporally, background, generated, mask, parking, interest, entire, eye, handling, nearby, moving] [approach, addition, current, model] [original, time, number, composite] [motion, eulerian, dvmag, lagrangian, generates, examined, stabilization, technique, small, optical, magnify, dashed, white, yellow, figure, estimate, subtle, liu, matting, roi, stabilized, red, slice, integrity, remove, bulb, blue, klt, phase, rectangle, vibration, acm, magnifying, compositing, examine, magnified, gun, estimated] [large, reference, image, ssim, region, remaining, blurring, texture, synthesis, compare]

Face Video Retrieval With Image Query via Hashing Across Euclidean Space and Riemannian Manifold
Li, Yan, Wang, Ruiping, Huang, Zhiwu, Shan, Shiguang, Chen, Xilin

[pdf] [rank by tf-idf similarity to this]

[learning, set, common, character, task, supervised, multimodal, work, natural, shot] [training, svms, map, representation, recognition, train, feature, achieve] [video, multiple, based, frame, precision, big, average, recall] [face, single, supplementary] [hash, space, kernel, riemannian, euclidean, covariance, hashing, hamming, heterogeneous, method, manifold, hilbert, matrix, data, represented, modality, optimization, original, bang, iterative, case, function, update, algorithm, code, linear, optimize, proposed, mlbe, discriminability, application, compact, smh, vampire, ith, reproducing, objective, plmh] [theory, length, traditional, paper] [image, retrieval, query, discriminant, database, large, comparison, similarity, distance, person, local, limited]

Effective Face Frontalization in Unconstrained Images
Hassner, Tal, Harel, Shai, Paz, Eran, Enbar, Roee

[pdf] [rank by tf-idf similarity to this]

[photo, vision, learning, soft, labeled, appear, work, system] [recognition, performance, feature, reported, previous, input, frontal, standard, hybrid, accuracy, effective, better, highly] [based, appearance] [face, facial, visibility, shape, surface, model, alignment, estimation, single, gender, pose, aligned, approach, coordinate, detected, facing, visible, rough] [method, matrix, projection, symmetric, problem, code, approximation, guarantee, order, university] [symmetry, pixel, figure, estimate, pattern, produced, geometry, produce, estimating, result, estimated, computer, varying, rotation] [frontalized, reference, query, frontalization, view, image, lfw, unconstrained, adience, despite, corresponding, similarity, lbp, local, benchmark, well, fplbp, funneled, extreme]

Sparse Representation Classification With Manifold Constraints Transfer
Zhang, Baochang, Perina, Alessandro, Murino, Vittorio, Del Bue, Alessio

[pdf] [rank by tf-idf similarity to this]

[embedding, set, learning, vision, transfer, test, dataset, process, subject] [recognition, representation, training, performance, table, input, testing, previous, compared, feature, size] [based, action, framework, sport, ucf, including] [face, structure, fact, allows, alignment, approach] [manifold, data, method, sparse, optimization, src, problem, linear, proposed, geodesic, solve, variable, objective, solution, sample, original, admm, coding, constraint, function, algorithm, matrix, mct, vector, optimized, lagrange, augmented, solved, linearly, machine, space, initialize, fddl, minimize, cloned, general, alternating, minimization, projection, digit, lie, experimental] [ieee, pattern, computer, paper, robust, direction, illumination, traditional, embedded] [dictionary, scheme, distance, database, best, image, nearest, lfw]

SALICON: Saliency in Context
Jiang, Ming, Huang, Shengsheng, Duan, Juanyong, Zhao, Qi

[pdf] [rank by tf-idf similarity to this]

[mouse, visual, dataset, human, paradigm, coco, natural, osie, datasets, salicon, amt, vision, sauc, collection, category, attentional, collect, crowdsourcing, system, set, understand, work, evaluation, peripheral, collected, task, web, psychophysical, cursor] [map, context, contextual, percent, training, performance, width] [saliency, eye, object, tracking, attention, average, attract, propose, viewed, based, record] [scene, gaze, current, procedure] [data, number, function, sample, low, computational, method, gaussian, general] [figure, center, viewing, computer, relative, blur, high, blending, bias, sensitivity] [image, resolution, large, spatial, practice, distance, rate]

Displets: Resolving Stereo Ambiguities Using Object Knowledge
Guney, Fatma, Geiger, Andreas

[pdf] [rank by tf-idf similarity to this]

[vision, set, semantic, european, evaluation, category, processing] [recognition, map, performance, input, class, training, table, cnn] [object, superpixels, segmentation, superpixel, based, combination] [model, displets, error, kitti, displet, cad, unary, reconstruction, smoothness, scene, hull, mesh, shape, challenging, term, single, surface, depth, current, inference, sgm, joint, plausible] [number, machine, analysis, proposed, method, energy, intelligence, denotes, space, data, problem, order, encourage, random, respect, algorithm] [stereo, computer, ieee, disparity, pattern, international, plane, pixel, figure, simple, robust, inverse] [image, matching, pair, well, large, local, corresponding, dense, illustrated]

Fusion Moves for Correlation Clustering
Beier, Thorsten, Hamprecht, Fred A., Kappes, Jorg H.

[pdf] [rank by tf-idf similarity to this]

[labeling, work, evaluation, set, search, positive, natural] [better, size, improve, network, performance, negative, connected, smaller, larger] [correlation, edge, segmentation, proposal, node, based, multicut, hierarchical, partitioning, weight, wij] [current, social, approach, single] [clustering, fusion, graph, energy, problem, move, cgc, polytope, solution, proposed, runtime, optimal, number, yij, algorithm, original, contracted, anytime, ehc, cut, iteratively, inner, contraction, solving, random, polyhedral, faster] [computer, noise, figure, quality, international, conference, high] [large, best, scale, image, weighted, implementation, fast]

Beyond Mahalanobis Metric: Cayley-Klein Metric Learning
Bi, Yanhong, Fan, Bin, Wu, Fuchao

[pdf] [rank by tf-idf similarity to this]

[learning, set, positive, labeled, datasets] [training, learn, input, table, log, class, performance, effectiveness, learned, better] [based, average, three, group] [point] [data, matrix, euclidean, method, linear, space, objective, pairwise, hyperbolic, symmetric, optimization, function, form, problem, repeat, iteration, riemannian, proposed, proposition, call, machine, constraint] [generalized, geometry, relative, figure, pattern, intersect, balance, small, projective] [metric, mahalanobis, lmnn, distance, mmc, elliptic, osr, dck, pubfig, gradient, transformation, image, nearest, cayleyklein, neighbor, dissimilar, called, similarity, fractional, wine, invariant, query, large, remaining, return, kind, outperforms]

Generalized Deformable Spatial Pyramid: Geometry-Preserving Dense Correspondence Estimation
Hur, Junhwa, Lim, Hwasup, Park, Changsoo, Chul Ahn, Sang

[pdf] [rank by tf-idf similarity to this]

[source, search, dataset, ssf] [pyramid, level, belief, table, previous, layer] [node, target, state, object, cost, considering, complex] [model, deformable, term, deformation, smoothness, viewpoint, child, approach, structure, quantitative, qualitative, offset] [algorithm, regularization, objective, number, pairwise, dimensional, analysis, space, function, method, optimization, original, effectively, optimal, case] [rotation, flow, pixel, generalized, figure, warping, translation, geometry, high, handle, varying, preserving, directly, center] [matching, scale, spatial, dsp, dense, sift, correspondence, image, vij, geometric, dff, parent, grid, gdsp, loopy, calculates, propagation, descriptor, daisy, local, distance, calculating, large, cell, filter, transform]

Discriminative Learning of Iteration-Wise Priors for Blind Deconvolution
Zuo, Wangmeng, Ren, Dongwei, Gu, Shuhang, Lin, Liang, Zhang, Lei

[pdf] [rank by tf-idf similarity to this]

[sun, dataset, learning, set, latent, natural, visually, work] [learned, training, learn, discriminative, map, table, better, compared, designed] [based, three, edge, strong, success, updated, threshold, making] [error, prior, estimation, model, quantitative] [method, kernel, algorithm, min, proposed, updating, alternating, parameter, adopted, minimization, time, regularization, function, shrinkage, sparse, constraint, operator, solution, iteration, running, solve, sparsity, regularizers] [blind, blur, deconvolution, figure, ratio, deblurring, gst, levin, jia, blurry, real, synthetic, cho, ieee, krishnan, competing, lee, adopt, estimated, axiter, total, estimate, directly, small, desired, deblurred] [image, gradient, applied, patch, initialized, comparison, fast]

Active Learning for Structured Probabilistic Models With Histogram Approximation
Sun, Qing, Laddha, Ankit, Batra, Dhruv

[pdf] [rank by tf-idf similarity to this]

[entropy, active, learning, annotation, set, unlabeled, highest, work, goal, probability, prediction, labeling, scoring, label, perform, diverse, probable, dataset, test, focus] [structured, map, output, training, performance, log] [segmentation, bin, object, node, monte, entire, deterministic, video] [model, approach, probabilistic, graphical, typically, mass] [distribution, gibbs, number, approximation, approximate, support, algorithm, space, binary, data, surrogate, random, proposed, inaccurate, graph, problem, machine, optimal, lemma, corresponds, computation, exact, markov, pairwise, literature, function, chain] [accurate, lagrangian, small, estimate, computer, estimated, high, unstructured] [image, histogram, compute, large, sampling, variational, outperforms, geometric, computing, partial, compare, true]

SOLD: Sub-Optimal Low-rank Decomposition for Efficient Video Segmentation
Li, Chenglong, Lin, Liang, Zuo, Wangmeng, Yan, Shuicheng, Tang, Jin

[pdf] [rank by tf-idf similarity to this]

[set, unsupervised, dataset, semantic, natural, label, work, evaluation, consistency] [discriminative, representation, feature, previous, global, performance, table, better, window] [video, segmentation, temporal, supervoxel, supervoxels, framework, hierarchical, replication, sold, based, bpr, indicates, three, shgb, recall, hgb, precision, appearance, average] [approach, prior, model, neighboring, current] [matrix, rank, algorithm, method, number, decomposition, low, proposed, denotes, graph, constraint, computational, formulated, optimal, superior, optimization, norm, solution, solved, spectral, science, linear, tuning, denote, min, analysis] [ieee, pattern, figure, motion, robust] [consistent, streaming, image, large, comparison, local, region]

Probability Occupancy Maps for Occluded Depth Images
Bagautdinov, Timur, Fleuret, Francois, Fua, Pascal

[pdf] [rank by tf-idf similarity to this]

[people, report, set, introduce, probability, vision, learning, datasets, human, dataset, type, work] [acf, performance, detector, hidden, log, hog, rectangular, trained, map] [detection, object, threshold, background, overlap, precision, recall, tracking, target, truth, detecting, multiple, evidence, bounding, based, segmentation] [depth, ground, dpom, model, moda, generative, approach, rgb, location, kinect, single, occupancy, silhouette, point, occluding, occluded, unihall, scene, posterior, inference] [distribution, algorithm, euclidean, data] [pixel, presence, camera, plane, conference, estimate, observed, computer, figure, pattern, assume, small, observing, ieee] [image, corresponding, computing, large, compare]

Articulated Motion Discovery Using Pairs of Trajectories
Del Pero, Luca, Ricco, Susanna, Sukthankar, Rahul, Ferrari, Vittorio

[pdf] [rank by tf-idf similarity to this]

[set, human, dataset, dog, selected, unsupervised, label, discovery, perform, discovering, work, purity] [recognition, better, hog, channel, class, discriminative, feature, top] [object, pot, tiger, action, foreground, video, trajectory, appearance, frame, interval, idtfs, segmentation, swing, temporal, based, individual, turning, uniformity, idtf, average, partition, walking, behavior, moving, hierarchical] [articulated, model, single, head, ordered] [method, clustering, number, cluster, pairwise, analysis, consider, move, close] [motion, relative, velocity, median, pattern, optical, periodic, ieee, second, total, figure] [anchor, descriptor, displacement, histogram, large, compare, pair, local, dense]

Just Noticeable Defocus Blur Detection and Estimation
Shi, Jianping, Xu, Li, Jia, Jiaya

[pdf] [rank by tf-idf similarity to this]

[natural, vision, set, work, processing, existing] [feature, map, input, representation, recognition, size, standard, learn] [based, detection, edge, mask, including, strength, strong, recall, propose, generate, precision] [estimation, depth, represent, single, slight] [method, sparsity, sparse, gaussian, number, analysis, data, machine, intelligence, kernel, proposed] [blur, clear, jnb, blurred, small, ieee, conference, figure, defocus, estimate, pattern, blurriness, computer, result, deblurring, sharp, motion, noticeable, frequency, camera, signal, blurry, refocus, handle, directly, generally, spatially, varying, produce, blind, traditional, shi] [image, dictionary, local, patch, region, corresponding, gradient, chakrabarti, well, comparison, difference, commonly, dxi]

Propagated Image Filtering
Rick Chang, Jen-Hao, Frank Wang, Yu-Chiang

[pdf] [rank by tf-idf similarity to this]

[process, highest, example, probability, relationship, processing, existing, expected, goal] [smoothing, context, input, output, apply, better, window, belief, standard, highly, intermediate, performance] [path, weight, based, viewed, calculate, utilize, propose] [adjacent, neighboring] [geodesic, note, algorithm, consider, computation, parameter, explicit, proposed, base, fusion, problem, solving, speedup] [pixel, figure, photometric, acm, result, produced, noise, preserving, pattern, small, color, verify] [image, propagation, bilateral, guided, mixing, psnr, ssim, spatial, denoising, dpf, filtering, textural, recursive, filter, distance, connecting, applied, performing, large, compare, choose, preserve, dgf, determine, calculates, calculated, desirable, difference, gradient, undesirable]

Exploiting Uncertainty in Regression Forests for Accurate Camera Relocalization
Valentin, Julien, Niessner, Matthias, Shotton, Jamie, Fitzgibbon, Andrew, Izadi, Shahram, Torr, Philip H. S.

[pdf] [rank by tf-idf similarity to this]

[set, predicted, entropy, predict, work, probability, randomly, vision, test] [training, table, train, top, accuracy, feature, better] [hypothesis, state, candidate, art, node, propose] [pose, regression, scene, relocalization, isotropic, tree, anisotropic, error, forest, mixture, model, continuous, approach, kabsch, uncertainty, leaf, point, described, coordinate, percentage, predicts, current, body, rigid] [proposed, energy, optimization, method, gaussian, note, distribution, space, update, random, empirical, function, ransac, main, convergence, algorithm, mapping, machine, gaussians] [camera, pixel, computer, pattern, robust, observed, estimate, slam] [sampling, sampled, good, corresponding, image, difference, comparison, major, distance, metric]

Visual Recognition by Learning From Web Data: A Weakly Supervised Domain Generalization Approach
Niu, Li, Li, Wen, Xu, Dong

[pdf] [rank by tf-idf similarity to this]

[domain, latent, learning, web, wsdg, bag, test, visual, mil, set, source, dataset, label, weakly, supervised, learnt, privileged, adaptation, unseen, textual, discovering, indicator, vision, work, proceedsing, existing, select, instance, introduce, kodak, european, ccv] [training, generalization, learn, class, recognition, svm, better, feature, max, effectiveness, testing, inspired, setting] [target, multiple, video, event, based, three, propose, integrated] [approach] [problem, method, data, machine, optimization, constraint, vector, dual, solve, kernel, form, sample, order, exploiting, proposed, function, denote, number, objective, cluster, formulation, optimal, min] [conference, computer, ieee, international, robust, pattern, noise] [image, corresponding, best, well]

PatchCut: Data-Driven Object Segmentation via Local Shape Transfer
Yang, Jimei, Price, Brian, Cohen, Scott, Lin, Zhe, Yang, Ming-Hsuan

[pdf] [rank by tf-idf similarity to this]

[label, test, transfer, example, soft, horse, dataset, selected, work, set, semantic, labeling, interactive, learning, transferring, novel] [structured, window, table, transferred, performance, better, pascal, training, cascade, size, achieve] [segmentation, object, patchcut, mask, gbvs, jaccard, based, cpmc, saliency, grabcut, salient, thres, candidate, zkm, foreground, cost, performs, appearance, truth, score, boundary, three, weizmann] [shape, prior, term, ground, qualitative] [algorithm, energy, mrf, space, note, binary, function, upper, bound, method, problem, graph, solution, solved, thresholding, number, random] [figure, color, estimated, high, estimate, quality] [image, local, patch, matching, scale, constitute, large, compare, best, database]

Flying Objects Detection From a Single Moving Camera
Rozantsev, Artem, Lepetit, Vincent, Fua, Pascal

[pdf] [rank by tf-idf similarity to this]

[dataset, vision, correct, weak, learning, datasets, variety, set] [size, training, performance, achieve, train, hog, effective, detector, hybrid, smaller, adaboost] [aircraft, object, detection, uav, compensation, background, appearance, moving, average, drone, precision, subtraction, target, based, detect, video, complex, apparent, frame, uavs, compensate, course, illustrates, detecting, consecutive, three] [approach, collision, single, allows, rely, challenging, regressors, detected, position] [method, algorithm, machine, number, random, case, problem, close] [motion, optical, center, computer, conference, small, camera, figure, pattern, shift, stabilization, international, ieee, inside, second, horizontal, vertical] [image, large, fast, patch, aerial, comparison, compare]

Video Anomaly Detection and Localization Using Hierarchical Feature Representation and Gaussian Process Regression
Cheng, Kai-Wen, Chen, Yie-Tarng, Fang, Wen-Hsien

[pdf] [rank by tf-idf similarity to this]

[test, process, learning, visual, dataset, set, semantic, unusual, datasets] [ensemble, global, training, log, feature, representation, learned, knn] [gpr, detection, anomaly, stc, based, interaction, stip, event, abnormal, interest, stips, ibc, nearby, video, likelihood, detect, junction, hierarchical, subway, structural, multiple, three, behavior, indicates, frame] [model, normal, regression, inference, template, detected, point] [sparse, method, gaussian, proposed, time, data, codebook, algorithm, matrix, function, computation, space, note, respect, computational, vector] [pattern, figure, ieee, quality, noise, handle, observed, motion] [local, dense, qmul, geometric, similarity, june, spatial, rate, integral, roc]

FAemb: A Function Approximation-Based Embedding Method for Image Retrieval
Do, Thanh-Toan, Tran, Quang D., Cheung, Ngai-Man

[pdf] [rank by tf-idf similarity to this]

[embedding, learning, set, dataset, visual, relationship, work] [map, table, higher, compared, fisher, version, designed, improving, representation, generalization, improvement, gain, applying, learned] [framework] [coordinate, single, ensure, step] [function, coding, method, vector, approximation, dimension, problem, nonlinear, approximated, linear, objective, sum, dimensional, number, order, whitening, hessian, matrix, linearly, main, motivation, lemma, optimization, sparse, sample, nonnegative] [embedded, high, paper, rotation, assumption, second, figure] [image, faemb, vlat, tlcc, vlad, retrieval, local, anchor, temb, aggregated, applied, democratic, comparison, aggregating, vlatimproved, corresponding, aggregation, good, sift, descriptor, lipschitz, large, comparing, rsift, fair, normalization, similarity, appendix, compare, gradient]

Optimal Graph Learning With Partial Tags and Multiple Features for Image and Video Annotation
Gao, Lianli, Song, Jingkuan, Nie, Feiping, Yan, Yan, Sebe, Nicu, Tao Shen, Heng

[pdf] [rank by tf-idf similarity to this]

[learning, label, annotation, set, datasets, ssl, address, noisy, visual, existing, labeled, unlabeled, dataset, work] [performance, training, feature, map, representation, better, learn, adding, achieve, improved] [multiple, based, precision, video, recall, propose] [model, sij, approach, term, reconstruction, point] [graph, data, ogl, optimal, function, min, objective, tagged, construction, method, lgc, sparse, subspace, linear, number, update, manifold, proposed, problem, optimizing, regularization, university, iterative, rank, pairwise, fasttag, harmonic, yan, solve, rest] [ieee, robust, figure, high, color] [image, partial, similarity, lle, ixmas, compare, large, construct, local, variance]

FaLRR: A Fast Low Rank Representation Solver
Xiao, Shijie, Li, Wen, Xu, Dong, Tao, Dacheng

[pdf] [rank by tf-idf similarity to this]

[dataset, datasets, set, existing, learning, positive, study] [representation, table, achieves, global, feature, performance, recognition] [based, framework, three, calculate, generate] [face, term] [lrr, problem, time, algorithm, falrr, running, clustering, solving, data, rank, optimal, solve, svd, parameter, solution, matrix, objective, number, proposed, singular, complexity, theoretical, subspace, method, updating, skinny, theorem, iteration, min, resultant, denote, optimization, original, norm, denotes, harus, truncated, spectral, exactly, formulation, subproblems, note, lemma, nuclear, subproblem, column, low, alternating, solved, vector, speedup, convergence] [figure, solver, distributed, synthetic, total, direction] [lfw, large, corresponding, fast, called, compare]

Unifying Holistic and Parts-Based Deformable Model Fitting
Alabort-i-Medina, Joan, Zafeiriou, Stefanos

[pdf] [rank by tf-idf similarity to this]

[vision, active, novel, search, set, work, probability, learning, popular, provided, associated] [previous, recognition, global, max, reported, learn, cascade, training, trained, discriminative, response, accuracy, combining] [appearance, object, interpretation, combination] [shape, model, deformable, landmark, face, probabilistic, approach, holistic, clms, aams, regression, alignment, constrained, term, prior, misalignment, generative, point, error, hdms, aic, pbdms, cootes, fitting, position, rlms, current, procedure, descent, independent, compositional] [arg, proposed, optimal, min, problem, formulation, algorithm, linear, method, experiment, note, regularized, function, solution, data, optimization, eigenvectors, normalized, distribution, original] [computer, conference, pattern, international, figure, inverse, accurate] [texture, local, image, similarity]

Joint SFM and Detection Cues for Monocular 3D Localization in Road Scenes
Song, Shiyu, Chandraker, Manmohan

[pdf] [rank by tf-idf similarity to this]

[system, set, understanding, work, green] [feature, accuracy, output, raw, detector, achieve, input, size, table, better] [object, bounding, detection, tracking, box, framework, tracked, based, truth, frame, cost, incorporate, moving, background, adaptive, incorporates, mechanism, complementary] [ground, sfm, localization, pose, joint, monocular, scene, driving, estimation, kitti, point, autonomous, model, prior, alignment, error, coordinate, adjustment, multibody, approach, initial, challenging, height, position] [optimization, sparse, note, method, energy, denoted] [plane, optical, estimated, camera, figure, estimate, high, accurate, epipolar, motion, intensity, quality, robust] [dense, consistent, image, demonstrate, well, fast, distance, computed, corresponding]

Subgraph Decomposition for Multi-Target Tracking
Tang, Siyu, Andres, Bjoern, Andriluka, Miykhaylo, Schiele, Bernt

[pdf] [rank by tf-idf similarity to this]

[set, probability, people, association, selected, subset, par] [performance, jointly, feature, connected, achieves, compared, learned] [subgraph, multicut, tracking, disjoint, detection, tracklet, cost, mota, frame, target, multiple, ilp, yvw, object, hypothesis, undirected, track, based, state, tracklets, edge, suppression, video, path] [model, unary, approach, initial, procedure, full] [problem, minimum, graph, number, respect, pairwise, solution, feasible, time, method, space, objective, optimization, proposed, greedy, optimal, data, linear, decomposition, function, formulation, solving, variable] [solver, figure, component] [characteristic, comparison, cycle, good, person, overlapping, spatial]

Supervised Discrete Hashing
Shen, Fumin, Shen, Chunhua, Liu, Wei, Tao Shen, Heng

[pdf] [rank by tf-idf similarity to this]

[supervised, learning, set, label, test, dataset, embedding] [training, loss, table, learned, map, compared, achieve, learn, performance, achieves, better, feature] [precision, propose, cyclic, based, generate] [discrete, approach, joint, coordinate] [hashing, binary, hash, sdh, code, problem, method, optimization, linear, data, proposed, fasthash, ksh, hamming, solve, min, ssh, bit, solution, optimal, bre, hinge, algorithm, nonlinear, kernel, mlh, function, original, regularization, matrix, time, number, mnist, comparative, form, maximum, formulation, graph, vector, iteratively, imh] [length, high, figure, ieee] [large, retrieval, image, distance, anchor, similarity, best, query]

Face Alignment Using Cascade Gaussian Process Regression Trees
Lee, Donghoon, Park, Hyunsin, Yoo, Chang D.

[pdf] [rank by tf-idf similarity to this]

[dog, learning, prediction, set, dataset, process, vision, test, randomly] [training, cascade, recognition, learned, log, smoothing, feature, input, extracted, compared, better, distant] [based, framework, nearby, extraction] [shape, regression, cgprt, face, split, gprt, predictive, facial, helen, tree, lfpw, landmark, crt, alignment, leaf, depicted, performed, described, gprts, fall, estimation, lbf, point, error] [gaussian, number, method, function, data, proposed, kernel, regularization, greedy, computation, note, variable, random, binary] [computer, figure, ieee, conference, estimate, pattern, pixel, equation, second, international] [sampling, local, comparison, retinal, computed, difference, similarity, gradient, consists, distance]

Hierarchical Sparse Coding With Geometric Prior For Visual Geo-Location
Gopalan, Raghuraman

[pdf] [rank by tf-idf similarity to this]

[learning, test, dataset, set, vision, visual, perform, latent, knowledge, utility, novel, collection, european, transferring, datasets, existing] [training, feature, recognition, svm, discriminative, representation, accuracy, learn, level] [appearance, hierarchical, average, recall, based, cost, truth, three, video] [location, approach, prior, ground, structure, inference, landmark, single] [data, sparse, space, heterogeneous, coding, function, vector, problem, number, code, method, matrix, manifold, machine, geodesic, random, form, algorithm, case, cluster, analysis, tangent] [conference, computer, ieee, parallel, pattern, figure, transport, mobile, uniform] [geometric, image, san, francisco, similarity, corresponding, contained, pertaining, matching, best, obtaining, compute, large]

Social Saliency Prediction
Soo Park, Hyun, Shi, Jianbo

[pdf] [rank by tf-idf similarity to this]

[predictor, predict, relationship, set, prediction, positive, people, predicted] [feature, representation, learn, top, context, apply, accuracy] [attention, saliency, group, interaction, detection, basketball, based, truth, multiple, team, detect, video] [social, joint, formation, gaze, dipole, ground, scene, detected, member, busker, orientation, model, mass, location, point, circumcircle, represent] [method, space, number, data, third, distribution, respect, analysis, note, computational, form] [center, figure, moment, captured, motion, direction, camera, circular, equation] [person, geometric, scale, spatial, rate, magnitude, view, image, compare, distance, false, true, large]

Reliable Patch Trackers: Robust Visual Tracking by Exploiting Reliable Patches
Li, Yang, Zhu, Jianke, Hoi, Steven C.H.

[pdf] [rank by tf-idf similarity to this]

[visual, positive, set, process, probability, ranking, label] [performance, negative, response, top, feature, map] [tracking, reliable, object, kcf, rpt, tracker, tracked, scm, tgpr, target, precision, struck, success, particle, threshold, tld, cxt, ope, asla, score, resample, state, background, bounding, box, trackable, track, employed, overlap, cel, employ, monte, carlo, correlation, framework, likelihood, vor, video, based, measure, foreground, plot, group, online, kwon] [location, error, approach, structure, represent, challenging, sequential, position, model, template] [proposed, method, base, function, denotes, experimental, algorithm] [motion, figure, estimate, robust, rotation, observation, illumination] [patch, scale, large, rate, image, fast, benchmark, scheme, implementation, hough, comparing]

Complexity-Adaptive Distance Metric for Object Proposals Generation
Xiao, Yao, Lu, Cewu, Tsougenis, Efstratios, Lu, Yongyi, Tang, Chi-Keung

[pdf] [rank by tf-idf similarity to this]

[set, search, evaluation, vision, work, process, novel, example] [performance, level, achieve, selective, output, larger, better, table, recognition, pascal] [object, superpixel, superpixels, edge, recall, iou, grouping, bounding, based, proposal, box, combination, cost, segmentation, mcg, threshold, dmin, candidate, mabo, overlap, auc, spa, detection, transition, merging, average, score, hierarchical, merged, multiple] [searching] [number, complexity, low, method, algorithm, time, graph, space] [color, high, figure, computer, ieee, conference, pattern, small, tested, international, total, produced] [distance, metric, image, dmax, area, spatial, large, best, texture, local]

Multihypothesis Trajectory Analysis for Robust Visual Tracking
Lee, Dae-Youn, Sim, Jae-Young, Kim, Chang-Su

[pdf] [rank by tf-idf similarity to this]

[visual, select, set, selected, test, search] [feature, table, better, previous, achieve] [tracker, forward, tracking, trajectory, backward, frame, object, target, appearance, mta, bounding, multiple, cyclic, three, based, struck, box, interval, multihypothesis, meem, consecutive, yield, updated, average, success, failure, weight, online, precision, employ, kcf, backwardly, employing, score, analyzing, measure, detect, tld] [position, robustness, single, current] [proposed, algorithm, vector, analysis, time, optimal, support, selection, denote, note, experimental] [component, figure, robust, conventional, estimated, illumination, result, motion, color, red, length, korea] [geometric, similarity, best, pair, benchmark, corresponding, image, discriminant, invariant]

Completing 3D Object Shape From One Depth Image
Rock, Jason, Gupta, Tanmay, Thorsen, Justin, Gwak, JunYoung, Shin, Daeyun, Hoiem, Derek

[pdf] [rank by tf-idf similarity to this]

[novel, set, entropy, dataset, predict, retrieve, category, include, work] [exemplar, training, better, class, table, input, recognition] [object, based, detection, propose, target] [depth, mesh, model, shape, reconstruction, voxels, deformation, voxel, deformed, surface, point, complete, tps, approach, occupied, reconstruct, alignment, volume, full, single, aligned, forest, tree, silhouette, constrained, cluttered, control] [random, method, approximation, function, machine, linear, number, analysis, consider] [symmetry, observed, median, computer, figure, acm, ieee, plane, conference, international, technique, camera] [query, retrieved, image, similarity, matching, distance, view, retrieval, match, correspondence, matched, partial, corresponding, compute]

PAIGE: PAirwise Image Geometry Encoding for Improved Efficiency in Structure-From-Motion
Schonberger, Johannes L., Berg, Alexander C., Frahm, Jan-Michael

[pdf] [rank by tf-idf similarity to this]

[visual, evaluation, predict, incremental, positive, strategy, describe] [feature, stage, reduce, training, performance] [overlap, based, eye, propose, multiple] [location, orientation, approach, scene, sfm, volume, structure, reconstruction, model] [number, pairwise, method, approximate, time, computational, proposed, encoding, random, quadratic, data, matrix, scalable, low, ransac] [geometry, camera, figure, square, produce, small, rotation, translation, motion, relative, robust] [image, matching, paige, change, geometric, retrieval, rome, vocabulary, large, pair, match, exhaustive, trafalgar, london, tate, san, histogram, overhead, modern, marco, true, preemptive, false, scale, sift, overlapping, compute, similarity, descriptor, putative, fast, corresponding]

Single Target Tracking Using Adaptive Clustered Decision Trees and Dynamic Multi-Level Appearance Models
Xiao, Jingjing, Stolkin, Rustam, Leonardis, Ales

[pdf] [rank by tf-idf similarity to this]

[visual, set, work, test, select] [feature, level, decision, top, accuracy, performance, highly, discriminative, previous] [target, tracking, adaptive, middle, tracker, superpixels, bounding, appearance, background, candidate, box, object, overlap, online, adaptively, vot, superpixel, relearning, foreground, threshold, propose, success, frame, favour, three, combination, successive, based, scm, video, ivt, csk] [model, tree, robustness, current, continuously, approach, occlusion, represent] [method, algorithm, proposed, update, updating, number, minimum, data, ith] [clustered, robust, ratio, figure, high, simple, enable, illumination, pixel] [matching, image, best, local, region, benchmark, histogram, discriminating, computed, similarity, mth, unmatched, change]

CIDEr: Consensus-Based Image Description Evaluation
Vedantam, Ramakrishna, Lawrence Zitnick, C., Parikh, Devi

[pdf] [rank by tf-idf similarity to this]

[sentence, human, evaluation, description, cider, dataset, automatic, meteor, evaluate, bleu, automated, datasets, rouge, set, popular, existing, visual, language, evaluating, describing, uiuc, work, association, annotation, generation, natural, generating, protocol, coco, collect, describe, include, vision, learning, perform, judgment, abstract] [performance, accuracy, triplet, pascal, higher, better, recognition, version] [candidate, based, generated, correlation, propose, measure, score, truth, precision] [provide, ground] [machine, number, computational, proposed, method, form] [translation, computer, quality, high, relative, conference] [image, metric, reference, consensus, well, best, similarity, computed, commonly]

Category-Specific Object Reconstruction From a Single Image
Kar, Abhishek, Tulsiani, Shubham, Carreira, Joao, Malik, Jitendra

[pdf] [rank by tf-idf similarity to this]

[instance, automatic, learnt, vision, predicted, noisy, set, car, visual, work, dataset, test, predict] [pascal, training, voc, learn, fully, table, map, learned, recognition, subcategory, pipeline] [object, truth, bounding, segmentation, mask, based, detection] [shape, model, reconstruction, ground, silhouette, nrsfm, deformation, depth, single, rigid, viewpoint, point, approach, pose, deformable, mesh, morphable, capture, chamfer, projected] [method, data, projection, note, algorithm, energy, basis, optimization, proposed, analysis, machine] [computer, figure, conference, camera, high, ieee, estimate, quality, pattern, illumination, frequency] [image, distance, well, keypoints, scale, keypoint, local, large]

Book2Movie: Aligning Video Scenes With Book Chapters
Tapaswi, Makarand, Bauml, Martin, Stiefelhagen, Rainer

[pdf] [rank by tf-idf similarity to this]

[book, novel, text, chapter, set, dialog, perform, character, story, adaptation, source, textual, rich, game, harry, work, language, shot, evaluation, automatic, dlgs, semantic, potter, finding, learning, create] [performance, accuracy, table, global, max, neural] [video, series, node, shortest, path, truth, based, detection, edge, plot, multiple, three, score, assigned, indicates, complex, track] [alignment, scene, prior, face, ground, approach, allows, term, aligning, align, model] [data, graph, method, number, problem, analysis, corresponds, proposed, column] [figure] [matching, similarity, distance, large, best, list, corresponding, person]

Active Pictorial Structures
Antonakos, Epameinondas, Alabort-i-Medina, Joan, Zafeiriou, Stefanos

[pdf] [rank by tf-idf similarity to this]

[vision, active, set, existing, correspond] [recognition, training, trained, connected, table, applying, global] [appearance, object, cost, precision, employ] [shape, model, aps, landmark, deformation, prior, gmrf, normal, compositional, deformable, structure, face, pictorial, alignment, aams, jacobian, single, error, aam, generative, tree, location, facial] [graph, proposed, matrix, vector, distribution, optimization, random, method, covariance, algorithm, case, order, function, note, close, respect, analysis, multivariate, denotes, equivalent, form, denote, markov] [computer, ieee, inverse, conference, pattern, international, robust, accurate, high, figure] [pca, image, comparison, local, patch, statistical, best]

Project-Out Cascaded Regression With an Application to Face Alignment
Tzimiropoulos, Georgios

[pdf] [rank by tf-idf similarity to this]

[learning, set, work, system, active, process, vision, strategy] [training, performance, learn, learned, learns, level] [appearance, sequence, propose, employed, based, detection, publicly, bounding] [regression, shape, cascaded, facial, face, model, averaged, alignment, descent, deformable, ibug, jacobians, structure, jacobian, approach, sdm, afw, pose, prior, analytic, chehra, challenging, generative, current, lfpw, constrained, landmark, step] [problem, data, proposed, optimization, iteration, method, solution, hessian, vector, number, subspace, orthogonal, idea, note, algorithm, computational, update] [parametric, inverse, estimate, computer, accurate, noise] [image, large, variation, gradient, compute, local, computed, difference]

Target Identity-Aware Network Flow for Online Multiple Target Tracking
Dehghan, Afshin, Tian, Yicong, Torr, Philip H. S., Shah, Mubarak

[pdf] [rank by tf-idf similarity to this]

[association, learning, set, human, introduce, annotation] [network, global, structured, performance, detector, discriminative, highly, better, identity] [tracking, object, target, candidate, multiple, cost, based, detection, online, track, node, frame, fij, bounding, appearance, edge, video, overlap, tracker, lot, temporal, transition, segment, score, consecutive, assigned, struck, sequence, propose, gog, spot, three] [model, inference, location, manual, allows, penalizes] [method, data, constraint, solution, proposed, number, lagrange, problem, graph, relaxation, optimization, algorithm, function, vector, minimum, linear, greedy, solving, main, relaxing] [observation, lagrangian, figure, color, traditional] [spatial, best, pair]

Single Image Super-Resolution From Transformed Self-Exemplars
Huang, Jia-Bin, Singh, Abhishek, Ahuja, Narendra

[pdf] [rank by tf-idf similarity to this]

[natural, source, search, learning, visual, exploit, dataset] [training, better, input, performance, version, achieve, structured] [target, based, cost, propose, indicates, appearance] [urban, deformation, quantitative, single, scene, regression, model, shape, estimation, searching, detected, initialization, driven] [algorithm, matrix, method, space, proposed, parameter, mapping, number, function, simultaneously] [perspective, figure, planar, plane, estimate, ieee, geometry, second, acm] [image, patch, transformation, neighbor, internal, external, nearest, matching, geometric, scale, best, srcnn, dictionary, glasner, kim, scsr, database, patchmatch, transformed, downsampled, large, regular, bsd, comparison, psnr, indicate, local, fast, similarity]

A Statistical Model of Riemannian Metric Variation for Deformable Shape Analysis
Gasparetto, Andrea, Torsello, Andrea

[pdf] [rank by tf-idf similarity to this]

[set, dataset, learning, human, process, supervised, test, datasets, associated, example] [representation, training, performance, class, log, table, build, pyramid, global, belonging, follow] [based, object, density] [shape, mesh, centroid, model, approach, represent, deformable, lack, eigendecomposition, introduced] [matrix, eigenvector, spectral, geodesic, laplacian, eigenvectors, proposed, order, method, decomposition, number, eigenvalue, problem, orthogonal, respect, distribution, algorithm, computation, parameter, main, riemannian, analysis, manifold, permutation] [rotation, computer, ieee, conference, second, international, pattern, acm, assume, component, geometry, intrinsic, synthetic] [retrieval, invariant, distance, compute, computed, transformation, applied, descriptor, statistical, metric, spatial, june, eurographics, matching]

Representing 3D Texture on Mesh Manifolds for Retrieval and Recognition Applications
Werghi, Naoufel, Tortorici, Claudio, Berretti, Stefano, Del Bimbo, Alberto

[pdf] [rank by tf-idf similarity to this]

[set, work, vision] [recognition, representation, performance, compared, global, unit, reported, feature, extracted, table] [three, based, framework, appearance, action, score, pot, combination, object, sequence, middle] [face, shape, mesh, surface, facial, approach, facet, depth, ordered, expression, owl, full, triangular, single, point, procedure, variant, potential, normal, azimuthal] [fusion, analysis, binary, proposed, machine, method, random, function, construction, case, lower] [photometric, pattern, ieee, central, figure, geometry, computer, rotation] [texture, geometric, local, image, lbp, retrieval, eat, best, distance, histogram, grid, corresponding, comparison, descriptor, database, probe, ring, computed, representing, gap, meshlbp]

FlowWeb: Joint Image Set Alignment by Weaving Consistent, Pixel-Wise Correspondences
Zhou, Tinghui, Jae Lee, Yong, Yu, Stella X., Efros, Alyosha A.

[pdf] [rank by tf-idf similarity to this]

[set, consistency, collection, visual, unsupervised, work, source, vision, human, discovery, example, provided, dataset, car] [representation, global, size, accuracy, table, pascal, jointly, feature, max, better] [object, score, appearance, target, boundary, measure, three, propose] [alignment, tij, joint, model, shape, initial, sij, term] [pairwise, graph, update, method, number, optimization, lower, algorithm, iteration, subspace, denote, sample, regularization] [pixel, figure, optical, pattern, flow, accurate, phase, ieee] [image, correspondence, matching, cycle, consistent, keypoint, priority, dsp, flowweb, tkj, transitive, sift, pair, tik, compute, congealing, good, rasl, local, region, mobahi, dense, spatial, similarity]

Heteroscedastic Max-Min Distance Analysis
Su, Bing, Ding, Xiaoqing, Liu, Changsong, Wu, Ying

[pdf] [rank by tf-idf similarity to this]

[lda, dataset, set, datasets, separability, learning, latent, perform] [class, training, max, better, margin, log, fisher, standard] [three, average] [face, error, projected] [hmmda, whmmda, dimensionality, pairwise, ohmmda, scatter, proposed, original, mmda, hlda, apac, problem, analysis, reduced, orthogonal, heteroscedastic, data, linear, dimension, chernoff, reduction, gaussian, solution, yale, optimal, feasible, lower, qdf, min, marohmmda, whitening, subspace, general, bound, distribution, yaleface, matrix, objective, trace, quotient, criterion, space, supohmmda, number, relaxation, uci, whitened, homoscedastic] [separation] [distance, discriminant, difference, best, database, nearest, rate, transformation, weighted, transformed, corresponding]

Structural Sparse Tracking
Zhang, Tianzhu, Liu, Si, Xu, Changsheng, Yan, Shuicheng, Ghanem, Bernard, Ahuja, Narendra, Yang, Ming-Hsuan

[pdf] [rank by tf-idf similarity to this]

[visual, learning, set, relationship, existing, human] [representation, learn, global, learned, discriminative, performance, achieves] [tracking, target, appearance, object, based, structural, sst, particle, frame, candidate, track, tracker, online, propose, three, performs, lgt, mixed, rtct, mtt, abrupt, combination, dft, multiple] [model, represent, joint, structure, layout, drift, pose, template, error, occlusion, reconstruction, challenging, holistic, location] [sparse, proposed, algorithm, represented, method, note, matrix, number, sparsity, formulation, time] [figure, inside, robust, intrinsic, illumination, center, observation, second] [local, image, dictionary, corresponding, spatial, patch, sampled, partial, best, well, sampling, region]

Person Count Localization in Videos From Noisy Foreground and Detections
Chen, Sheng, Fern, Alan, Todorovic, Sinisa

[pdf] [rank by tf-idf similarity to this]

[people, noisy, work, add, correct, set, introduce, dataset, address, human] [pedestrian, accuracy, input, detector, previous, output, training, performance, smaller, train, hyper, adding] [count, foreground, detection, ilp, football, egr, counting, based, frame, truth, tracking, assigned, cla, american, video, edge, integer, localized, segmentation, crowded, object, score, tracker, dei, framework, detecting, assign, crowd, measure, activity] [localization, approach, ground, initial, forest, provide, prior, occlusion, single, program, error] [graph, problem, solution, number, missing, random, note, iterative, optimization, constraint, linear, order, iteration] [integrity, figure, small] [person, metric, large, false, isolated, corresponding, local, severe]

Transport-Based Single Frame Super Resolution of Very Low Resolution Face Images
Kolouri, Soheil, Rohde, Gustavo K.

[pdf] [rank by tf-idf similarity to this]

[dataset, set, test, learning, subject, amount, work, process, written, vision, instance] [training, learned, size, standard, testing, learn, performance] [based, combination, appearance, framework, likelihood, average] [face, model, modeling, introduced, described, reconstruct, approach, facial, prior, reconstruction] [method, optimal, linear, space, problem, proposed, low, function, principal, subspace, yaleb, note, original, nonlinear, data, eigenvectors, sparse, basis, spline, mapping, matrix, corresponds, optimization, journal] [figure, ieee, transport, reconstructed, computer, high, technique, lagrangian, pattern, international, intensity, interpolation] [image, sfsr, displacement, resolution, corresponding, degraded, cubic, ssim, gradient, grid, morphing, reference, nearest, compare, best]

Modeling Object Appearance Using Context-Conditioned Component Analysis
Turmukhambetov, Daniyar, Campbell, Neill D.F., Prince, Simon J.D., Kautz, Jan

[pdf] [rank by tf-idf similarity to this]

[visual, set, dataset, vision, learning, example, test, datasets, active, semantic, address] [context, training, recognition, hidden, learn, table, additional, log] [appearance, object, segmentation] [model, xij, face, reconstruction, cij, approach, error, hif, argmax, shape, term, generative, modeling, regression, inpainted, structure, allows] [vector, subspace, function, form, inpainting, number, analysis, solution, matrix, parameter, linear, general, space, case, gaussian, yij, principal, problem, proposed] [computer, equation, pixel, figure, conference, international, pattern, rotation, estimate, color, component, varying, parametric, translation, noise] [image, consists, corresponding, dense, sift, spatial]

Feature-Independent Context Estimation for Automatic Image Annotation
Tariq, Amara, Foroosh, Hassan

[pdf] [rank by tf-idf similarity to this]

[annotation, visual, textual, test, process, automatic, tucker, set, strategy, description, probability, system, relevance, association, esp, word, evaluation, semantic, text, vision, iapr, learning, work, visually, task, popular, conditional, processing, dataset, keywords, pick, tag] [context, training, representation, performance, size, auxiliary] [group, based, recall, employed, video, three, evidence] [estimation, model, formation, represent, joint, distinctive, height, prior] [tensor, decomposition, vector, proposed, form, number, analysis, core, computational, problem, distribution, data, gaussian, denoted, computationally, represented, suitable] [estimate, computer, estimated, ieee, conference, international, figure, assume, high, inserted, assumed] [image, vocabulary, similarity, signature, grid]

Understanding Tools: Task-Oriented Object Modeling, Learning and Recognition
Zhu, Yixin, Zhao, Yibiao, Chun Zhu, Song

[pdf] [rank by tf-idf similarity to this]

[human, tool, physical, affordance, learning, ranking, vision, imagined, parse, concept, demonstration, task, essential, understanding, work, set, stone, rational, cracking, hammer, causal, shovel, household, animal, imagining, automation, paint, nut, ability, pgs, selected, visual, natural, annotated] [recognition, representation, learned, top] [object, action, three, target, based, tracking, cognitive, detection, sequence, video, including, temporal, framework] [hand, pose, robotics, scene, represent, inference, inferred, reasoning, force] [algorithm, functional, basis, graph, choice, consider, number, space, science, sample, optimal] [computer, conference, ieee, international, figure, typical, red, assume, blue, produced] [best, image, area, spatial, represents]

Temporally Coherent Interpretations for Long Videos Using Pattern Theory
Souza, Fillipe, Sarkar, Sudeep, Srivastava, Anuj, Su, Jingyong

[pdf] [rank by tf-idf similarity to this]

[vision, concept, semantic, correct, set, describing, generating, pick, knowledge, search, human, closed, learning, identifying] [performance, recognition, feature, window, representation, level] [temporal, video, bond, interpretation, complex, generator, based, multiple, ontological, action, segment, consecutive, structural, theoretic, framework, generated, individual, coherent, sequence, allowed, combinatorial, interaction, correctly, activity, average, depicts] [approach, represent, structure, inference, single, provide] [modality, number, space, form, data, time, graph, proposed, function, machine, main] [pattern, figure, conference, computer, ieee, quality, international] [indicate, best, illustrated, consists, local]

Robust Saliency Detection via Regularized Random Walks Ranking
Li, Changyang, Yuan, Yuchen, Cai, Weidong, Xia, Yong, Dagan Feng, David

[pdf] [rank by tf-idf similarity to this]

[ranking, vision, visual, dataset, set, evaluation, process] [input, map, recognition, dir, performance] [saliency, boundary, background, detection, foreground, salient, erroneous, superpixel, recall, final, based, precision, object, seed, contrast, three, controlling, weight, calculate, pbo, wij, propose, sstep, superpixels, attention, seg] [estimation, model, step, approach, prior, fitting, ground, adjacent] [random, proposed, regularized, algorithm, method, matrix, graph, manifold, vector, element, analysis, defined] [figure, pattern, ieee, computer, conference, removal, color, second, blue, left, pixel] [image, comparison, pca, outperforms, major, remaining, region]

Semantic Object Segmentation via Detection in Weakly Labeled Video
Zhang, Yu, Chen, Xiaowu, Li, Jia, Wang, Chen, Xia, Changqun

[pdf] [rank by tf-idf similarity to this]

[semantic, weakly, set, labeled, dataset, supervised, consistency, learning, noisy, selected, unsupervised, bird, label, perform, car, address] [performance, training, train, accuracy, table] [object, segmentation, video, detection, track, segment, appearance, framework, foreground, temporal, generate, background, segtrack, based, bounding, cost, tracking, spatiotemporal, threshold, frame, overlap, likelihood] [shape, approach, initial, step, term, joint, procedure, single, represent, provide] [proposed, method, problem, solving, objective, algorithm, note] [figure, estimated, preserving, high, pixel, paper, motion, relative] [region, area, consists, initialized, compare, consistent, statistical, outperforms]

Saturation-Preserving Specular Reflection Separation
Liu, Yuanliu, Yuan, Zejian, Zheng, Nanning, Wu, Yang

[pdf] [rank by tf-idf similarity to this]

[set, natural, vision, preference] [input, stage, class, global, transferred] [based] [surface, model, smoothness, term, fall] [method, problem, note, bound, upper, maximum, lower, space, linear, solve, sparsity, original, main, number, analysis, proposed, sparse, function, row] [specular, diffuse, chromaticity, color, saturation, hue, achromatic, highlighted, separation, computer, ratio, recovered, pure, chromatic, smooth, constancy, highlight, figure, pixel, piecewise, component, produced, ieee, recover, result, conference, removal, blue, suv, separating, red, intensity, removed, pattern, specularfree, tan, recovering, paper, separate, yellow, small] [image, anchor, local, propagation, spatial, isolated, well, partial, difference]

Unconstrained Realtime Facial Performance Capture
Hsieh, Pei-Lun, Ma, Chongyang, Yu, Jihun, Li, Hao

[pdf] [rank by tf-idf similarity to this]

[system, user] [input, map, identity, previous, performance, feature, designed, effective, training] [tracking, segmentation, video, frame, appearance, tracked, based, reliable, superpixel, dynamic, framework, superpixels, detection] [facial, face, model, depth, blendshape, capture, occlusion, realtime, shape, personalization, expression, current, occluded, deformation, rigid, animation, landmark, rgb, mesh, term, approach, uncontrolled, visibility, personalized, completion, modeling, vertex, penetration, ensure, prior, introduced, uninterrupted] [method, linear, data, laplacian, exponential, solve, sparse, binary, algorithm, spectral, exponentially, number] [figure, motion, acm, color, illumination, robust, accurate, lighting, handle, captured, caused, siggraph] [texture, large]

Automatic Construction Of Robust Spherical Harmonic Subspaces
Snape, Patrick, Panagakis, Yannis, Zafeiriou, Stefanos

[pdf] [rank by tf-idf similarity to this]

[set, provided, existing, automatically, perform, active, example] [training, class, input, representation, build, involves] [appearance, object, propose] [shape, facial, alignment, model, single, surface, provide, face, performed, helen, expression, morphable, aam, normal, allows] [order, subspace, basis, problem, matrix, decomposition, rank, method, low, algorithm, linear, number, harmonic, proposed, time, sparse, data, tensor, svd, solution, denotes, case, argmin, update, solved, solving, seek] [recover, photometric, recovered, lighting, robust, recovery, stereo, uncalibrated, ieee, spherical, accurate, illumination, figure, recovering, tom, component, frequency, directly, lambertian, light, unknown, optical, lee, technique, pixel, warped] [image, dense, correspondence, reference, large]

KL Divergence Based Agglomerative Clustering for Automated Vitiligo Grading
Das Gupta, Mithun, Srinivasa, Srinidhi, J., Madhukara, Antony, Meryl

[pdf] [rank by tf-idf similarity to this]

[label, expert, evaluation, set, task, work, generation] [feature, reported, size] [based, segmentation, hierarchical, score, generate, cost, merge, generated, segmenting, propose, hypothesis, segment, superpixels, swa, boundary, partially, truth, merging] [model, ground, represent, mixture] [clustering, proposed, method, algorithm, symmetric, number, note, analysis, data, mrf, cluster, graph, gaussian, denotes, random, markov, matrix, function, respect, exponential, convex, decomposition, machine] [pixel, skin, albedo, color, completely, shading, technique, figure, ieee, simple] [image, divergence, vitiligo, mncut, depigmented, disease, agglomerative, distance, region, well, bregman, missed, compare, depigmentation, patch, partial, area, similarity, neighborhood, local, comparison, weighted, clinical]

Real-Time Joint Estimation of Camera Orientation and Vanishing Points
Lee, Jeong-Kyun, Yoon, Kuk-Jin

[pdf] [rank by tf-idf similarity to this]

[noisy, set, system, datasets, existing, vision, mutually, evaluation] [performance, feature, detector, accuracy, jointly, table, unit] [frame, segment, based, state, three, tracking, propose, detection] [orientation, estimation, point, scene, joint, normal, model, approach, robustness, current, solid, detected] [method, proposed, orthogonal, vector, great, constraint, consider, singular, nonlinear, gaussian, matrix, space, covariance, projection, number] [camera, vps, rotation, manhattan, parallel, vanishing, spurious, accurate, robust, estimate, figure, measurement, estimated, synthetic, real, noise, circle, management, direction, center, rotational, sphere, plane, lbd, blue, estimating, observed, pynew] [image, matching, nearest, bayesian, descriptor, gradient]

A Low-Dimensional Step Pattern Analysis Algorithm With Application to Multimodal Retinal Image Registration
Addison Lee, Jimmy, Cheng, Jun, Hai Lee, Beng, Ping Ong, Ee, Xu, Guozhen, Wing Kee Wong, Damon, Liu, Jiang, Laude, Augustinus, Han Lim, Tock

[pdf] [rank by tf-idf similarity to this]

[multimodal, dataset, test, datasets, describe] [feature, higher, window, factor, achieve] [average, success, based, edge, detection, extraction, bin, contrast, eye] [step, mae, point, volume, error, robustness] [algorithm, method, number, proposed, low, form] [intensity, rotation, robust, color, figure, pattern, distributed, high, uniformly, angle] [image, retinal, registration, scale, corner, sift, severe, unhealthy, rate, fundus, vascular, geometric, lospa, descriptor, invariant, corresponding, transformation, local, register, matched, gradient, bifurcation, applied, harris, closest, mutual, change, repeatability, match, matching, connecting, difference, mee]

Video Co-Summarization: Video Summarization by Visual Co-Occurrence
Chu, Wen-Sheng, Song, Yale, Jaimes, Alejandro

[pdf] [rank by tf-idf similarity to this]

[mbf, visual, shot, set, summarization, summary, biclique, aca, unsupervised, jump, collection, subject, coc, learning, dataset, appear, selected, labeled, knowledge, relevant, human, discovering, novel, eiffel, content, discovered, visually, identify, work, example] [feature, top, compared, effectiveness, better, standard] [video, temporal, multiple, recall, truth, precision, score, three, generate, online, segmentation, walk, generated] [approach, model, ground, performed, capture, cij, single, represent, averaged] [number, algorithm, matrix, graph, method, cluster, clustering, suppose, sparsity, problem, solution, vector, analysis] [quality, figure, high, total] [maximal, query, bipartite, compute, pair, large, retrieved, computed, image]

Toward User-Specific Tracking by Detection of Human Shapes in Multi-Cameras
Huang, Chun-Hao, Boyer, Edmond, do Canto Angonese, Bibiana, Navab, Nassir, Ilic, Slobodan

[pdf] [rank by tf-idf similarity to this]

[human, visual, strategy, set, association, subject] [input, better, apply, feature, previous, discriminative, training, testing, standard] [tracking, overlap, framework, frame] [surface, error, pose, shape, icp, forest, joint, regression, vertex, voxel, approach, mesh, normal, model, generative, vsuf, deformation, meshhog, voxels, patchedol, ground, averaged, silhouette, capture, volumetric, skeletal, bpsvm, current, straka, cagniart, split, coordinate, offset, depth] [method, data, vector, time, outlier, random, proposed, denoted, close] [figure, estimated, motion, black] [local, reference, correspondence, fail, image, large, distance, matching, compare, medical, metric]

Unsupervised Learning of Complex Articulated Kinematic Structures Combining Motion and Skeleton Information
Jin Chang, Hyung, Demiris, Yiannis

[pdf] [rank by tf-idf similarity to this]

[learning, generation, human, description, set, novel, dataset, entropy] [feature, highly, smoothing, margin, performance, input, recognition] [skeleton, object, boundary, segmentation, complex, based, segment, cost, generated, target, merging, framework, generate, centre, factorisation, robot, adaptive, detection] [articulated, structure, kinematic, estimation, body, icub, point, error, skeletal, silhouette, approach, hand, shape, prior, rigid, ground, single] [method, number, function, proposed, kernel, data, iterative, parameter, sparse, sample, algorithm, minimum, vector, order, support, geodesic, analysis, journal, baxter, topological, iteration, yan, ransac] [motion, figure, estimated, estimate, computer, pattern, international, ieee, small] [distance, arm, good, randomized, voting, image]

Joint Tracking and Segmentation of Multiple Targets
Milan, Anton, Leal-Taixe, Laura, Schindler, Konrad, Reid, Ian

[pdf] [rank by tf-idf similarity to this]

[set, label, evaluation, work, positive, task, association, learning, colour] [representation, crf, detector, global, table, standard, negative] [tracking, detection, object, segmentation, target, trajectory, multiple, superpixel, video, superpixels, temporal, based, cost, bounding, background, tracker, likelihood, track, hypothesis, evidence, crowded, state, foreground, three, edge, weight, entire, propose, online, frame] [model, prior, approach, ground, occluded, location, volume, shape, challenging, scene, continuous, joint, quantitative] [number, method, energy, problem, space, optimization, time, data, pairwise, note, minimum, linear, random] [ieee, motion, velocity, pattern] [image, cvpr, eccv, partial, consistent]

Constrained Planar Cuts - Object Partitioning for Point Clouds
Schoeler, Markus, Papon, Jeremie, Worgotter, Florentin

[pdf] [rank by tf-idf similarity to this]

[human, set, vision, work, supervised, unsupervised, consistency, scoring, introduce, evaluation, annotated, label, evaluate] [recognition, performance, level, training, class, achieve, reported, shoulder] [object, segmentation, partitioning, edge, supervoxels, rand, segment, score, strong, supervoxel, leading, boundary] [point, adjacency, constrained, model, concavity, princeton, cloud, shape, mesh, single, step, full, ground, approach, error, pose, smin] [concave, cut, algorithm, method, convex, graph, euclidean, ransac, directional, proposed, support, number, data, clustering] [figure, computer, ieee, pattern, conference, planar, noise, acm, separate] [local, cutting, locally, benchmark, well, weighted, gap, randomized, distance]

Light Field Layer Matting
Fiss, Juliet, Curless, Brian, Szeliski, Rick

[pdf] [rank by tf-idf similarity to this]

[novel, work, system, content, focus, natural, common, create, vision] [layer, input, map, representation, window] [foreground, background, multiple, threshold, video, propose, weight] [depth, scene, occluded, estimation, single, reconstruction, typically, model, ground] [method, composite, range, operation, problem, algorithm, original, linear, iteration] [light, matting, rendering, layered, color, estimate, ray, alpha, lytro, figure, plane, siggraph, conference, acm, computer, shift, ieee, refocused, matte, perspective, occluders, synthetic, technique, thin, estimating, pattern, spatially, defocus, varying, camera, multicolor, trimap, focal, separate, small, plenoptic, removing, reconstructing, refocusing] [image, compute, view, compare, well, limited, bayesian, computing]

Understanding Pedestrian Behaviors From Stationary Crowd Groups
Yi, Shuai, Li, Hongsheng, Wang, Xiaogang

[pdf] [rank by tf-idf similarity to this]

[dataset, prediction, example, learning, probability, annotated, source, existing, topic] [pedestrian, map, factor, table, smaller, larger, learned] [crowd, stationary, walking, group, moving, path, destination, personality, based, behavior, abnormal, video, route, sgi, average, walk, frame, including, weight, key, three, modeled, detection, obstacle, density, dynamic, crowded, regarded, event, activity] [scene, model, modeling, personalized, layout, location, social, current, estimation, force] [energy, proposed, analysis, general, optimal, parameter, machine, number, close, time, optimized, method] [figure, observed, observation, ieee, motion, pattern, estimated, observing] [calculated, distance, region, large, change, represents]

Holistic 3D Scene Understanding From a Single Geo-Tagged Image
Wang, Shenlong, Fidler, Sanja, Urtasun, Raquel

[pdf] [rank by tf-idf similarity to this]

[semantic, labeling, car, visual, help, dataset, set, freely] [map, performance, context, jointly, input, road, trained] [object, detection, segmentation, based, generate, bounding, employ, box, multiple] [depth, geographic, scene, holistic, pose, single, model, reconstruction, inference, approach, estimation, localization, cad, error, kitti, rad, shape, rendered, structure, osm, reasoning, edo, layout, challenging, fidler, render, initial, reason, prior, edep, point, provide, eseg, reader, potential, ground, current] [method, proposed, min, energy, encoding, solve, note, random, gaussian, algorithm, solving, minimizing] [median, figure, camera, paper, estimated, pixel, computer, rendering, relative] [image, well, geometric, local, dense, distance]

Image Segmentation in Twenty Questions
Rupprecht, Christian, Peter, Loic, Navab, Nassir

[pdf] [rank by tf-idf similarity to this]

[question, probability, set, human, dataset, user, answer, interactive, visual, ibsr, vision, label, active, datasets, learning, strategy, work, natural, twenty] [stanford, hidden, training, size, design, performance] [segmentation, object, seed, background, guess, state, foreground, score, proposal, berkeley, based, three, dice, allowed, framework, truth, segment, gop, series] [mcmc, location, performed, ground, posterior, picked, current, provide, approach, uncertainty, described, volume, rely, fact] [method, number, geodesic, distribution, oracle, markov, algorithm, machine, binary, space, chain, selection, proposed, random, case, solution] [computer, pixel, figure, small, ieee, inside, international, pattern, informative, conference] [image, sampling, distance, brain, sampled, consists, large]

Towards Force Sensing From Vision: Observing Hand-Object Interactions to Infer Manipulation Forces
Pham, Tu-Hoa, Kheddar, Abderrahmane, Qammaz, Ammar, Argyros, Antonis A.

[pdf] [rank by tf-idf similarity to this]

[human, vision, visual, learning, work, process, physical] [net, training, apply, learn, performance] [tracking, object, based, interaction, framework, individual] [force, hand, estimation, kinematics, manipulation, tactile, pose, grasp, mass, nominal, socp, single, approach, normal, manipulating, capture, differentiation, grasping, fsv, full, friction, anns, step, performed, fact, model, environment, body, control, challenging] [method, distribution, time, experimental, problem, consider, optimization, sum, data, gaussian] [contact, motion, ieee, estimate, observed, numerical, algebraic, computer, sensing, estimated, relative, acceleration, minimal, figure, cone, acm, camera, rotational, velocity] [internal, applied, compute, brain]

Dual Domain Filters Based Texture and Structure Preserving Image Non-Blind Deconvolution
Yang, Hang, Zhu, Ming, Niu, Yan, Guan, Yujing, Zhang, Zhongbo

[pdf] [rank by tf-idf similarity to this]

[domain, scenario, noisy, visual, process] [window, stp, top, table, observe, smaller, representation, performance] [based, propose, forward, adaptive] [structure, approach, joint, volume] [method, proposed, sparse, algorithm, gaussian, dual, shrinkage, parameter, kernel, original, iteration, energy, iterative, regularized, low, house, matrix] [deconvolution, rolling, fourier, ieee, deblurring, noise, figure, preserving, stk, blurred, result, small, blur, residual, simple, quality, left, remove, ringing, signal, detail, produce, frequency] [image, guidance, denoising, transform, bilateral, isnr, variance, texture, outperforms, barbara, uorig, denoised, restoration, large, good, nitr, gray, scale, pieias, spatial, stft, local]

Robust Image Filtering Using Joint Static and Dynamic Guidance
Ham, Bumsub, Cho, Minsu, Ponce, Jean

[pdf] [rank by tf-idf similarity to this]

[set] [input, map, output, table, global, coarse] [static, dynamic, structural, average, framework, contrast, truth] [depth, model, joint, structure, ground, term, localization, approach, initialization, typically] [regularization, function, parameter, data, objective, solution, nonconvex, regularizer, surrogate, regularized, gaussian, implicit, converges, time, method, iteratively, explicit, random, proposed, convergence, minimum, note, bilinear] [color, figure, constant, intensity, acm, solver, varying, robust, high, ieee, upsampling, noise, middlebury, handle] [guidance, image, rgf, wls, scale, gradient, texture, upsampled, local, applied, oall, wmf, weighted, bmes, ois, comparison, difference, correspondence, outperforms]

Efficient Illuminant Estimation for Color Constancy Using Grey Pixels
Yang, Kai-Fu, Gao, Shao-Bing, Li, Yong-Jie

[pdf] [rank by tf-idf similarity to this]

[dataset, datasets, natural, set, work, source, vision] [performance, table, better, standard, input, van] [based, three, edge, multiple, hypothesis, contrast, measure, utilized] [error, estimation, indoor, scene, model, bright, detected, percentage, evaluated, volume] [method, proposed, journal, analysis, note, science, machine, low, order, number, parameter, lower] [grey, color, illuminant, angular, constancy, sfu, figure, ieee, median, pixel, iim, computer, society, imaging, pattern, light, ball, detectable, simple, checker, logarithmic, equation, conference, estimated, white, optical, small, second, estimate, america] [image, local, computed, benchmark, patch, best, equal]

Computationally Bounded Retrieval
Rastegari, Mohammad, Keskin, Cem, Kohli, Pushmeet, Izadi, Shahram

[pdf] [rank by tf-idf similarity to this]

[set, vision, learning, search, sun, dataset, noisy, prediction, embedding, task] [accuracy, feature, imagenet, training] [recall, based, auc, cost] [joint, error] [binary, method, optimization, itq, number, projection, data, function, matrix, sparsity, bit, computational, quantization, hashing, code, orthogonal, sparse, update, time, optimal, mapping, complexity, dimensional, case, linear, iterative, proposed, solution, hash, solve, problem, machine, nop, space, curve, solving, coding, cbe, circulant, objective, constraint, column, faster, original, consider, computation] [figure, equation, high, computer, ieee, conference, pattern, naive] [retrieval, nearest, image, rate, neighbor, fast, query, comparison, large]

Geodesic Exponential Kernels: When Curvature and Linearity Conflict
Feragen, Aasa, Lauze, Francois, Hauberg, Soren

[pdf] [rank by tf-idf similarity to this]

[positive, vision, learning, popular, example, sense, cat, embedding, processing] [negative, fisher, recognition, neural, table] [path, shortest, based, framework] [curvature, triangle, point, shape, continuous, model, structure] [geodesic, kernel, riemannian, space, gaussian, data, theorem, euclidean, laplacian, manifold, cnd, machine, exponential, sectional, hilbert, general, main, linear, respect, analysis, consider, isometric, journal, proof, prove, hyperbolic, mathematical, isometrically, inner, grassmann, laplace, vector, tangent, mapping, diffusion, form, implies, graph, spectral] [computer, conference, ieee, chordal, intrinsic, pattern, geometry, embedded, international, classical, radial, result, straight, generally, assume, figure] [metric, distance, corresponding, image, comparison, statistical, geometric]

Efficient SDP Inference for Fully-Connected CRFs Based on Low-Rank Decomposition
Wang, Peng, Shen, Chunhua, van den Hengel, Anton

[pdf] [rank by tf-idf similarity to this]

[positive, set, label, work] [map, feature, table, crf, input, standard, neural, achieves, convolution] [segmentation, based, memory, cost] [approach, inference, estimation, evaluated, unary, performed] [method, approximation, matrix, energy, product, sdp, problem, kernel, sdcut, proposed, function, pairwise, computational, crfs, algorithm, gaussian, linear, number, random, sdlr, expressed, rank, dual, optimal, complexity, note, solution, vector, relaxation, objective, iteration, original, binary, denotes, rounding, exp, requirement, symmetric, lower, minimization, approximate, faster, lanczos, solve, column, quadratic, general, computation, solves] [ieee, speed, pixel, pattern, accurate] [image, corresponding, compatibility, applied, fast, local, best]

Diversity-Induced Multi-View Subspace Clustering
Cao, Xiaochun, Zhang, Changqing, Fu, Huazhu, Liu, Si, Zhang, Hua

[pdf] [rank by tf-idf similarity to this]

[diversity, learning, work, dataset, diverse, novel, existing] [representation, table, standard, performance, learned, feature, explore, jointly] [complementary, based, multiple, video, employ, recall, performs, precision] [face, approach, multiview, term, ensure, joint] [clustering, subspace, method, data, matrix, spectral, dimsc, namsc, objective, function, proposed, kernel, dependence, hsic, complementarity, extended, algorithm, product, independence, independently, low, row, nmi, number, singlebest, problem, inner, constructed, consider, graph, china, denotes, minimizing, underlying, denote, space, alternating, featconcate, solution, nonlinear] [figure, spc, result, smooth, enforce, equation, second] [similarity, view, corresponding, outperforms, best, well, image]

Simulating Makeup Through Physics-Based Manipulation of Intrinsic Image Layers
Li, Chen, Zhou, Kun, Lin, Stephen

[pdf] [rank by tf-idf similarity to this]

[transfer, personal, work, example, style] [layer, transferred, additional] [target, appearance, eye, based, three, including] [face, model, surface, facial, shadow, approach, term] [method, row, decomposition, approximation, energy, proposed, sparse, approximate, linear, expressed, distribution, data] [makeup, skin, specular, cosmetic, diffuse, shading, intrinsic, foundation, albedo, color, highlight, lighting, lipstick, scattering, figure, light, simulated, subsurface, refractive, thickness, computer, real, rendering, captured, second, roughness, optical, acm, ratio, geometry, blush, bst, simulating, microfacet, beckmann, yellow, opaque, barefaced] [image, reference, change, gradient, illustrated, applied, synthesized]

Riemannian Coding and Dictionary Learning: Kernels to the Rescue
Harandi, Mehrtash, Salzmann, Mathieu

[pdf] [rank by tf-idf similarity to this]

[learning, vision, supervised, set, positive, perform, example, unsupervised, introduce, visual, dataset, embedding] [recognition, training, achieved, table, discriminative, representation, learn, previous, version, learned, better, accuracy] [] [approach, term, reconstruction, shape, performed, point, introduced, prior, fact] [coding, riemannian, sparse, kernel, general, space, manifold, formulation, linear, euclidean, min, note, case, machine, tangent, vector, analysis, spd, special, form, solution, derive, problem, solving, hilbert, function, method, ksc, logarithm, data, gaussian, matrix, approximate, nonlinear, logx, geodesic, kslcc, objective, logp, covariance] [conference, computer, ieee, intrinsic, pattern] [dictionary, image, local, query, gradient, well]

Shape-Based Automatic Detection of a Large Number of 3D Facial Landmarks
Zulqarnain Gilani, Syed, Shafait, Faisal, Mian, Ajmal

[pdf] [rank by tf-idf similarity to this]

[set, automatic, manually, source, annotated, automatically, dataset, select, transfer, existing] [level, table, reported, feature, recognition, coarse] [detect, detection, truth, target, adaptive, seed, based] [face, facial, model, point, surface, shape, landmark, localization, neutral, error, expression, curvature, ground, anthropometric, approach, detected, bending, morphable, landmarking, autism, nose, pose, craniofacial] [number, algorithm, proposed, row, method, analysis, journal, energy, function, note, distribution, order] [figure, speed, ieee, computer, paper, subtle, intensity, international, presented] [dense, correspondence, corresponding, large, matching, statistical, query, database, sampled, difference, medical, extreme, well, comparison, image, mild]

Adopting an Unconstrained Ray Model in Light-Field Cameras for 3D Shape Reconstruction
Bergamasco, Filippo, Albarelli, Andrea, Cosmo, Luca, Torsello, Andrea, Rodola, Emanuele, Cremers, Daniel

[pdf] [rank by tf-idf similarity to this]

[vision, set, process, work, common] [level, recognition, feature, standard, accuracy, global, capturing, fully] [target, behavior] [model, point, error, reconstruction, surface, estimation, rigid, performed, single, full, procedure] [code, coding, method, number, optimization, problem, proposed, distribution, order, main, adopted, ransac, space] [calibration, camera, ray, imaging, computer, figure, light, interpolation, ieee, plenoptic, zoom, conference, observed, sensor, pattern, microlens, parametric, paper, motion, plane, lytro, triangulation, maxzoom, pinhole, monitor, phase, calibrated, accurate, detail, horizontal, pixel, rotation, rms, adopt, result, captured, acm, international, high, axis, recovery, squared, white, translation] [image, dense, large, well, view, applied]

Human Action Segmentation With Hierarchical Supervoxel Consistency
Lu, Jiasen, Xu, ran, Corso, Jason J.

[pdf] [rank by tf-idf similarity to this]

[human, set, evaluate, vision, understanding, automatically, consistency, european, label] [better, recognition, map, feature, higher, level, representation, table] [action, segmentation, supervoxel, saliency, supervoxels, video, detection, hierarchical, actionness, foreground, bounding, truth, mask, jhmdb, background, trajectory, iou, box, based, frame, penn, strong, puppet, golf, score, precision, average] [model, unary, potential, ground, localization, full, body, prior, detailed, term, estimation, shape, pose, joint, approach] [pairwise, data, order, graph, method, mrf, analysis, energy, parameter, denotes, number, machine] [motion, computer, ieee, conference, pattern, international, camera, optical, figure, high, color, robust] [hierarchy, large, person]

Non-Rigid Registration of Images With Geometric and Photometric Deformation by Using Local Affine Fourier-Moment Matching
Su, Hong-Ren, Lai, Shang-Hong

[pdf] [rank by tf-idf similarity to this]

[dataset, relationship, associated, lin, example] [global, accuracy, feature, table, max, sliding, layer, map, increase] [target, edge, based, lab, cost, framework, hierarchical, propose, average, three, partitioning] [estimation, model, point, initial, smoothness, term, approach, step, depicted, challenging] [block, proposed, algorithm, method, minimizing, vector, matrix, function, problem, solved, order, energy, derive, parameter, denoted] [photometric, color, fourier, moment, estimate, translation, figure, estimated, lighting, spectrum, robust, real, second, illumination, camera, estimating] [image, registration, local, geometric, transform, fmm, matching, corresponding, reference, transforms, weighting, hierarchal, overlapping, voting, shen, similarity, large, zaragoza, deal, transformation, registering, transformed, histogram, sift, registered]

Hierarchically-Constrained Optical Flow
Kennedy, Ryan, Taylor, Camillo J.

[pdf] [rank by tf-idf similarity to this]

[set, dataset, label, annotated, store, associated] [size, global, table, training, feature] [cost, segmentation, hierarchical, node, object, background, frame, based, groundtruth, edge, superpixels, final, multiple, ldof, weight, entire] [error, term, offset, model, vertex, smoothness, tree, location, estimation, discrete, continuous, approach, procedure, full] [optimization, function, method, matrix, random, data, denoted, algorithm, graph, diagram, note, base, time, problem] [optical, motion, figure, small, pixel, computer, color, ieee, conference, synthetic, international] [image, large, voronoi, hcof, computed, matching, deepflow, epe, endpoint, distance, local, compute, computing, similarity, magnitude, patch, region, area, displacement]

Bayesian Sparse Representation for Hyperspectral Image Super Resolution
Akhtar, Naveed, Shafait, Faisal, Mian, Ajmal

[pdf] [rank by tf-idf similarity to this]

[process, indicator, set, learning, existing, probability, knowledge] [representation, table, performance, public, learned, reported] [based, truth, propose, state, weight] [approach, ground, scene, prior, posterior] [sparse, proposed, spectral, matrix, support, coding, method, sample, sik, parameter, code, vector, denotes, low, range, distribution, data, factorization, gibbs, selection, literature] [high, ieee, imaging, bernoulli, component, estimate, rmse, reconstructed, sensing, multispectral, figure, material, directly] [image, hyperspectral, resolution, dictionary, bayesian, super, remote, spatial, sampling, inferencing, database, zik, gsomp, beta, computed, harvard, cave, acquired, transformed, june, transform, compute, initialized, distinct, exhaustive, construct]

Revisiting Kernelized Locality-Sensitive Hashing for Improved Large-Scale Image Retrieval
Jiang, Ke, Que, Qichao, Kulis, Brian

[pdf] [rank by tf-idf similarity to this]

[search, vision, work, set, probability, flickr] [performance, standard, improvement, feature, applying, increasing, representation, better] [viewed, based, intersection] [projected, provide] [kernel, klsh, rank, random, lsh, analysis, gaussian, hashing, number, data, function, hash, matrix, choice, method, projection, space, note, covariance, empirical, original, vector, approximation, bound, approximate, theoretical, principal, limit, kernelized, theorem, sample, explicit, subspace, hilbert, consider, sum, product, main, kulis, distribution, decay] [international, computer, figure, simple, central, conference, ieee, pattern] [retrieval, nearest, scale, neighbor, image, database, similarity, query, difference, transformation, large, corresponding, tradeoff, best, pca]

Low-Level Vision by Consensus in a Spatial Hierarchy of Regions
Chakrabarti, Ayan, Xiong, Ying, Gortler, Steven J., Zickler, Todd

[pdf] [rank by tf-idf similarity to this]

[set, consistency, visual, subset, vision, physical] [map, larger, global, table, representation] [framework, cost, hierarchical, multiple, organized, truth, measure, three] [scene, model, error, estimation, kitti, approach, term, ground, occluded, binocular, initial, slanted, noc] [data, optimization, iteration, minimization, computational, computation, objective, algorithm, alternating, number, note, lower, core, greater, lowest, explicitly, proposed, support] [stereo, ieee, degree, disparity, piecewise, second, figure, small, parallel, pixel, estimate, inliers, requires] [region, consensus, local, image, inlying, matching, scale, variational, overlapping, aggregation, spatial, benchmark, computed, well, includes, large, consistent]

Clustering of Static-Adaptive Correspondences for Deformable Object Tracking
Nebehay, Georg, Pflugfelder, Roman

[pdf] [rank by tf-idf similarity to this]

[evaluation, dataset, set, identify] [output, performance, standard, global] [object, tracking, frame, employ, measure, success, based, static, bounding, tracker, adaptive, individual, interest, overlap, box, plot, recall, threshold, state, average, scm, multiple, art, candidate, cutoff, allowing, truth, tld] [model, approach, initial, current, ground] [clustering, method, order, algorithm, number, proposed, parameter, idea, pairwise, respect, computational, time, ransac, denotes] [figure, robust, estimating, estimate, motion, second, str, simple] [keypoints, matching, vojir, dissimilarity, keypoint, scale, geometric, match, transform, compute, correspondence, distance, rate, algorithmic, similarity, hough, computed, well, comparison, image, sgt, austrian, agglomerative, local]

Efficient ConvNet-Based Marker-Less Motion Capture in General Scenes With a Low Number of Cameras
Elhayek, Ahmed, de Aguiar, Edilson, Jain, Arjun, Tompson, Jonathan, Pishchulin, Leonid, Andriluka, Micha, Bregler, Chris, Schiele, Bernt, Theobalt, Christian

[pdf] [rank by tf-idf similarity to this]

[human, people] [input, convnet, accuracy, network, convolutional, table, additional, discriminative, combining] [tracking, detection, sequence, frame, multiple, based, combined, moving, average, video, overlap, likelihood, tracked, truth, individual, track, three] [pose, joint, articulated, body, approach, capture, model, term, estimation, position, recorded, pictorial, full, posterior, challenging, location, generative, sog, single, ground, error, arker, projected, scene, depth, disc] [method, number, energy, optimization, algorithm, gaussian, time, note, gaussians, low] [motion, camera, outdoor, figure, color, high, estimate] [image, computed, similarity, view, resolution, weighted, local, sampling]

Semantic Alignment of LiDAR Data at City Scale
Yu, Fisher, Xiao, Jianxiong, Funkhouser, Thomas

[pdf] [rank by tf-idf similarity to this]

[semantic, work, car, set, google, correct, vision, associated, provided, system, test, collected, add, mutually] [feature, global, better, recognition] [based, detect, object, detection, extract] [lidar, alignment, point, icp, urban, initial, provide, detected, scanner, control, building, pose, align, shape, represent, percentage, york, distinctive, approach, valuable, reconstruction, scan, ground] [data, algorithm, method, optimization, range, mapping, spline, solution] [computer, figure, international, conference, ieee, pattern, laser, small, simultaneous, paper, rotation, translation] [large, street, view, registration, city, closest, distance, image, matched, correspondence, transformation, scale, dense, remote]

A Weighted Sparse Coding Framework for Saliency Detection
Li, Nianyi, Sun, Bilin, Yu, Jingyi

[pdf] [rank by tf-idf similarity to this]

[set, human, visual, vision, focus, existing] [feature, performance, input, map, combine, compared, highly] [saliency, superpixels, detection, focusness, salient, precision, recall, dsr, foreground, lrmr, based, superpixel, background, gbmr, framework, hdct, orbd, sod, contrast, measure, prc, object, handling, lfsd, generate, weight] [depth, approach, scene, template, rgb, reconstruction, represent, error] [algorithm, data, sparse, matrix, solution, vector, coding, notice, iterative, function, number] [color, light, high, computer, focal, figure, stereo, stack, technique, disparity, conference, ieee] [image, dictionary, texture, weighted, histogram, reference, region, database, scheme, compute, similarity, connectivity, comprehensive, computed]

Bayesian Adaptive Matrix Factorization With Automatic Model Selection
Chen, Peixian, Wang, Naiyan, Zhang, Nevin L., Yeung, Dit-Yan

[pdf] [rank by tf-idf similarity to this]

[set, process, draw, automatic, text, work] [input, factor, performance, table, better, advantage, comparable, setting] [based, background, three, adaptive] [model, face, error, initial, mixture, shadow, prior, pcp, full, inference, approach, modeling, probabilistic] [matrix, amf, factorization, rank, gaussian, distribution, number, data, method, selection, dirichlet, missing, proposed, brpca, vblr, norm, prmf, gmm, original, gaussians, parameter, denotes, problem, analysis, mbrmf, row, mrpca, cwm, principal, ard, optimization, approximate, construction, journal, update] [noise, robust, removal, component, relative, recovered, figure, unknown, computer, proper] [bayesian, variational, image, variance, corresponding, large, compare, mixing, true]

Robust Regression on Image Manifolds for Ordered Label Denoising
Wu, Hui, Souvenir, Richard

[pdf] [rank by tf-idf similarity to this]

[label, set, predicted, vision, mislabeled, associated, corruption, natural, work, learning, visual, processing] [input, global, learn, neural, performance, loss] [truth, average, measure] [regression, svr, ordered, ground, model, pose, face, percentage, approach, error] [manifold, data, method, function, hessian, ransac, problem, kspca, rbfn, sparse, algorithm, cloudy, space, original, digit, regularization, swiss, row, dimensionality, vector, cloudiness, represented, corrupted, outlier, matrix, linear, number, nonlinear, weather, roll, kernel, statue, underlying] [robust, figure, computer, conference, noise, ieee, rotation, rmse, pattern, international, clear, high, equation, paper, elevation, estimate, varying, red, intrinsic] [image, denoising, local, applied, neighborhood, indicate]

Visual Vibrometry: Estimating Material Properties From Small Motion in Video
Davis, Abe, Bouman, Katherine L., Chen, Justin G., Rubinstein, Michael, Durand, Fredo, Freeman, William T.

[pdf] [rank by tf-idf similarity to this]

[work, physical, engineering, vision, tend] [testing, training, power, trained, learn, extracted, reported] [video, object, weight, truth] [regression, model, approach, predictive, point, stiffness, ground, single, force, surface, elastic] [analysis, method, data, journal, linear] [material, motion, mode, resonant, fabric, figure, vibration, estimate, small, recovered, frequency, sound, laser, ambient, clamped, geometry, high, estimating, computer, rod, camera, theory, modulus, sensitivity, excitation, estimated, equation, acoustic, spectrum, hanging, technique, measured, aluminum, simple, captured, paper, plsr, setup, pixel, tested] [local, area, modal, corresponding, image]

Reweighted Laplace Prior Based Hyperspectral Compressive Sensing for Unknown Sparsity
Zhang, Lei, Wei, Wei, Zhang, Yanning, Tian, Chunna, Li, Fei

[pdf] [rank by tf-idf similarity to this]

[datasets, dataset, learning, latent] [log, learned, table, max, reduce] [three, based, bayes, hierarchical, adaptive, likelihood] [prior, reconstruction, urban, model, structure, estimation, capture] [rlphcs, sparse, data, lasso, rcs, stomp, omp, sparsity, proposed, laplace, reweighted, matrix, hsi, paviau, variable, method, indiana, sam, function, linear, snr, hcs, min, optimization, underlying, norm, orthogonal, bar, random, basis, covariance, diag, optimizing, denotes, distribution, ady, update, row, solution, regularization, gaussian, undemocratic, diagonal, adopted, penalization, exp, experimental, unmixing, proved] [signal, noise, figure, ieee, unknown, compressive, sensing, recover, traditional] [sampling, rate, hyperspectral, image, ssim, psnr, band, comparison, wavelet, bayesian, matching, transform]

Online Sketching Hashing
Leng, Cong, Wu, Jiaxiang, Cheng, Jian, Bai, Xiao, Lu, Hanqing

[pdf] [rank by tf-idf similarity to this]

[learning, dataset, stream, search, work, vision, set, existing, datasets, annual] [training, size, learned, smaller, learn, performance, top, loss, version, map] [online, based, average, precision, extensive, propose] [step, approach, symposium] [data, matrix, hash, hashing, algorithm, round, method, osh, proposed, function, sketching, okh, time, complexity, space, lsh, itq, chunk, random, binary, accumulated, problem, covariance, machine, objective, ytt, batch, column, code, approximation, number, hamming, isoh, decomposition, denote, original, projection, approximate, optimized, scalability, eigenvectors] [computer, conference, ieee, rotation, pattern, second, international, small] [sketch, streaming, large, scale, pair, nearest]

Saliency Propagation From Simple to Difficult
Gong, Chen, Tao, Dacheng, Liu, Wei, Maybank, Stephen J., Fang, Meng, Fu, Keren, Yang, Jie

[pdf] [rank by tf-idf similarity to this]

[teacher, set, labeled, vision, learning, curriculum, learner, unlabeled, existing, processing, knowledge, evaluate, example, process] [map, recognition, input, learned, land, stage, coarse, better, connected] [saliency, superpixels, superpixel, background, detection, salient, based, foreground, individuality, precisionw, tllt, sequence, ihm, object, target, msra, boundary, key, ecssd, recallw, informativity, generated, updated, generate] [hull, adjacent, approach, prior] [convex, matlab, proposed, matrix, method, iteration, graph, algorithm, vector, inhomogeneity, machine, geodesic, gaussian, adopted, diffusion, random] [conference, ieee, pattern, simple, computer, figure, small, reasonable, inhomogeneous, result, decide, traditional] [propagation, image, weighted, connectivity, region]

Long-Term Correlation Tracking
Ma, Chao, Yang, Xiaokang, Zhang, Chongyang, Yang, Ming-Hsuan

[pdf] [rank by tf-idf similarity to this]

[visual, mil, learning, vision, set, european, evaluation] [context, detector, feature, hog, train, effective, window] [tracking, target, correlation, success, overlap, kcf, lct, frame, tracker, performs, stc, online, tld, threshold, struck, temporal, object, appearance, meem, scm, csk, tgpr, asla, based, precision, adaptive, favorably, heavy, background] [model, regression, occlusion, estimation, location, approach, challenging, error, deformation] [method, algorithm, proposed, number, random, case, update, problem, effectively, machine, gaussian, kernel] [figure, computer, conference, ieee, translation, pattern, estimated, robust, motion] [scale, rate, well, fern, distance, fast, change, benchmark, regressor]

Learning Similarity Metrics for Dynamic Scene Segmentation
Teney, Damien, Brown, Matthew, Kit, Dmitry, Hall, Peter

[pdf] [rank by tf-idf similarity to this]

[learning, unsupervised, supervised, dataset, semantic, existing, work, set] [learned, training, learn, size, performance, larger, input, additional, smaller, better] [segmentation, dynamic, video, segment, appearance, hierarchical, truth, spatiotemporal, bank, merged, memory, object, edge, segmenting, framework, rand, updated, boundary, complex, static] [rigid, ground, capture, allows, adjacent, approach, occlusion, manual] [algorithm, dimensionality, proposed, reduction, number, data, method, function, optimize, linear, yij, objective, pairwise, note, general, graph] [motion, color, small, figure, optical, pattern, ieee] [metric, distance, image, texture, large, compare, mahalanobis, consistent, pca]

Causal Video Object Segmentation From Persistence of Occlusions
Taylor, Brian, Karasev, Vasiliy, Soatto, Stefano

[pdf] [rank by tf-idf similarity to this]

[set, domain, causal, work, evaluation, perform, evaluate, knowledge, report] [layer, max, previous, training, extracted] [video, object, segmentation, occluder, foreground, precision, recall, temporal, partition, appearance, docc, based, cost, detection, moving, tracking, entire, violating, framework, truth, frame] [occlusion, occluded, depth, prior, model, full, ordering, estimation, term, ground, occluding, current, approach, described, visible, front] [optimization, row, convex, time, min, problem, method, constraint, algorithm, note, binary, function, regularization, sample, number] [motion, optical, figure, requires, result, small, pixel, determining] [image, region, scheme, computed, large, local, comparison]

3D Model-Based Continuous Emotion Recognition
Chen, Hui, Li, Jiangdong, Zhang, Fengjun, Li, Yang, Wang, Hongan

[pdf] [rank by tf-idf similarity to this]

[emotion, set, natural, system, test, vision, work, human, recognize, dataset, multimodal, selected] [training, recognition, table, input, achieve] [tracking, correlation, video, based, appearance, dynamic, node] [facial, continuous, shape, affective, regression, current, presentation, expression, model, estimation, sij, forest, head, mij, picked, wid, avec, coordinate, arousal, face, step, valence, blendshapes, landmark, represent] [random, method, algorithm, time, matrix, dimensional, fusion, number, proposed, space, energy, binary, journal, vector, dimension, original, covariance] [result, international, figure, ieee, conference, computer, robust, recovery, estimated] [image, large, lbp, affect, difference]

New Insights Into Laplacian Similarity Search
Wu, Xiao-Ming, Li, Zhenguo, Chang, Shih-Fu

[pdf] [rank by tf-idf similarity to this]

[ranking, set, positive, learning, dataset, test, interesting, select] [better, larger, map, top, design] [density, average, propose, performs, entire, surrounding, wij, complementary] [vertex, structure, personalized, robustness] [cluster, graph, sparse, regularizer, lim, parw, theorem, column, vector, behaves, lemma, laplacian, matrix, usps, analysis, pagerank, denote, random, hitting, corollary, respect, absorption, pii, consider, normalized, machine, gaussians, note, sparsest, suppose, proposed, densest, limit, digit, order] [degree, ratio, paper, robust, assume, balancing, figure, computer, prefers, ieee, constant, small] [local, dense, image, query, similarity, divergence, gap, weighted, compare, impact, essentially, large, retrieval, metric, desirable, well]

Active Sample Selection and Correction Propagation on a Gradually-Augmented Graph
Su, Hang, Yin, Zhaozheng, Kanade, Takeo, Huh, Seungil

[pdf] [rank by tf-idf similarity to this]

[active, human, label, learning, unlabeled, annotation, selected, transductive, select, expected, labeled, prediction, annotated, soft, set, dataset, hard] [training, testing, performance, improved, feature, accuracy, achieve, implemented, kth] [segmentation, based, propose, frame] [initial, error, sequential, triangle] [sample, selection, data, rademacher, matrix, luu, minimizing, algorithm, complexity, wul, graph, number, actively, random, method, vector, theorem, column, bound, upper, zsu, proposed, augmented, machine, criterion, min, note, arg, order, ith, gaussian, drawn, harmonic, laplacian, time, solution] [correction, informative, conference, ieee, international, corrected, computer, pattern, gradually, inverse] [propagation, cell, corresponding, subsequent, large, marked, propagated, change]

Continuous Visibility Feature
Liu, Guilin, Gingold, Yotam, Lien, Jyh-Ming

[pdf] [rank by tf-idf similarity to this]

[weak, example, human, semantic, existing, positive, set, evaluation, address, search, visual, airplane, meaningful] [feature, better, achieved, table, designed, reduce] [segmentation, path, based, strong, propose, shortest, intersection, generate] [cvf, shape, visibility, visible, continuous, continuously, vertex, cvfavg, approach, point, mesh, model, diameter, volume, surface, princeton, invisible, provide, entirely, wiley] [geodesic, running, function, time, decomposition, machine, idea, lower, analysis, cut, distribution, graph, vector] [figure, sdf, computer, inside, thickness, component, pattern, acm, second, ieee, length, ray] [region, retrieval, connecting, benchmark, matching, comparison, image, true, area, consistent, change]

Best-Buddies Similarity for Robust Template Matching
Dekel, Tali, Oron, Shaul, Rubinstein, Michael, Avidan, Shai, Freeman, William T.

[pdf] [rank by tf-idf similarity to this]

[set, visual, evaluation, sad] [top, accuracy, window, performance] [target, measure, object, background, foreground, overlap, success, bounding, key, interest, likelihood, based, detection, box, threshold, appearance, complex, candidate] [template, point, nonrigid, challenging, model, deformation] [drawn, case, number, method, distribution, analysis, underlying, data, gaussian, note, space, range] [robust, pattern, figure, ieee, high, real, signal] [image, matching, similarity, distance, expectation, marked, pair, ebbp, distinct, patch, bbp, bbps, ssd, emd, best, nearest, ncc, computing, cpk, integral, considered, geometric, cql, match, commonly, sharply, well, deal, demonstrated, neighbor, fast]

Pose-Conditioned Joint Angle Limits for 3D Human Pose Reconstruction
Akhter, Ijaz, Black, Michael J.

[pdf] [rank by tf-idf similarity to this]

[human, dataset, vision, report, evaluate] [previous, representation, learn, training, learned, network] [propose] [pose, joint, prior, estimation, valid, invalid, bone, body, cmu, reconstruction, error, coordinate, model, kinematic, manual, torso, single, fan, ramakrishna, elbow, represent, monocular, full, wrist, modeling] [method, basis, proposed, algorithm, vector, matrix, data, denotes, number, problem, procrustes, consider, space, min, optimization, sparse, range, distribution, gaussian, extended, linear, arbitrary, exploiting, function, general] [estimate, computer, estimated, camera, figure, angle, equation, international, rotation, relative, conference, estimating, motion, length, noise, plane] [local, image, dictionary, corresponding, compare, mocap, bayesian, parent]

EpicFlow: Edge-Preserving Interpolation of Correspondences for Optical Flow
Revaud, Jerome, Weinzaepfel, Philippe, Harchaoui, Zaid, Schmid, Cordelia

[pdf] [rank by tf-idf similarity to this]

[set, work, perform, evaluate, dataset, incorrect, test] [table, contour, training, better, input, level, performance] [based, propose, edge, performs, cost, density, state] [kitti, estimation, approach, error, occluded, initialization, term, model] [geodesic, energy, minimization, euclidean, method, approximation, order, sparse, computation, note, algorithm, time] [interpolation, optical, motion, pixel, figure, estimate, middlebury, small, ieee, flow, robust, second, interpolated, quality, result] [distance, epicflow, matching, image, dense, large, variational, aee, correspondence, scheme, local, match, sed, compute, impact, kpm, comparison, fast, deepmatching, deepflow, well, kdg, displacement, compare, neighbor, outperforms, computed, region]

Projection Metric Learning on Grassmann Manifold With Application to Video Based Face Recognition
Huang, Zhiwu, Wang, Ruiping, Shan, Shiguang, Chen, Xilin

[pdf] [rank by tf-idf similarity to this]

[learning, set, work, embedding, positive] [recognition, discriminative, learn, feature, size, learned, challenge] [video, based, target, youtube] [face, canonical, approach, represent, constrained] [grassmann, manifold, matrix, projection, method, linear, proposed, subspace, dimensionality, data, analysis, space, kernel, ytf, algorithm, original, riemannian, psd, euclidean, gda, function, pml, reduction, hilbert, number, orthonormal, dcc, mapping, grassmannian, optimization, ggda, pasc, academy, basis, cmsm, time, objective, dimensional, convergence, problem, aij, solution] [geometry, figure, high, developed, directly] [metric, discriminant, image, distance, gradient, chinese, transformed, transformation, well, rate]

Multiple Random Walkers and Their Application to Image Cosegmentation
Lee, Chulwoo, Jang, Won-Dong, Sim, Jae-Young, Kim, Chang-Su

[pdf] [rank by tf-idf similarity to this]

[probability, rule, process, system, set, interactive] [input, recursion, achieve, accuracy, neural, fully, top, performance, connected] [foreground, cosegmentation, segmentation, node, stationary, background, multiple, based, agent, object, transition, wij, employing, walk, ncut, simulate, edge, eij, propose, interact, segment, icoseg] [initial, single, posterior, prior, dominant, point] [mrw, restart, random, proposed, clustering, distribution, algorithm, walker, graph, repulsive, data, concurrence, rwr, matrix, auv, spectral, computation, time, element, number, normalizing, note, experimental, taj, mahal] [figure, ieee, conventional, center, desired, red, result, developed, korea] [image, represents, distance, compute, computed]

More About VLAD: A Leap From Euclidean to Riemannian Manifolds
Faraki, Masoud, Harandi, Mehrtash T., Porikli, Fatih

[pdf] [rank by tf-idf similarity to this]

[vision, set, dataset, learning, visual, example] [recognition, table, extracted, size, better, standard, previous, power, training, accuracy, deep, reported] [video, dynamic, action, framework, cost] [scene, point, face, provide] [riemannian, manifold, grassmannian, vector, spd, geodesic, machine, coding, matrix, projection, linear, euclidean, analysis, form, space, function, codebook, intelligence, chet, covariance, bowg, ldv, computational, algorithm, method, logarithm, data, symmetric, problem, jeffrey, proposed, general, studied, tangent, block, note, stein, journal, upenn, formulation, complexity] [computer, conference, pattern, ieee, conventional, second] [vlad, local, image, metric, gradient, distance, computing, descriptor, bowle, best, texture]

Bilinear Random Projections for Locality-Sensitive Binary Codes
Kim, Saehoon, Choi, Seungjin

[pdf] [rank by tf-idf similarity to this]

[expected, vision, natural, search] [compared, performance, feature, size, reduce, recognition] [precision, recall, correlation, memory, generate] [single, represent] [bilinear, binary, projection, upper, kernel, gaussian, random, bound, lower, data, matrix, time, hamming, hashing, hash, covariance, computational, linear, code, space, analysis, theorem, case, function, lemma, number, respect, rdw, sgn, consumption, theoretical, lsh, induced, drawn, easily, algorithm, vector, mnist, method, empirical, approximate, plotted] [figure, high, international, fourier, computer, conference, ieee, pattern, property] [distance, large, similarity, randomized, nearest, computed, neighbor, image]

Coarse-To-Fine Region Selection and Matching
Yang, Yanchao, Lu, Zhaojin, Sundaramoorthi, Ganesh

[pdf] [rank by tf-idf similarity to this]

[search, test, subset, set, baseline, dataset, vision, existing, correct, highest] [size, level, top, performance, achieve] [detection, interest, hierarchical, threshold, group, salient, recall, precision, entire, cost] [viewpoint, point, procedure, approach] [method, number, algorithm, denote, computational, journal, sample, chosen, element, decomposition, block, time] [figure, computer, pixel, ieee, pattern, second, conference, international, piecewise, robust] [region, matching, hierarchy, image, invariant, large, rate, match, descriptor, correspondence, matched, corresponding, wide, change, false, turntable, maximal, ncc, invariance, alarm, orbit, best, transforms, sift, asift, roc, comparing, local, bij, scale, compare, indicate, patch, neighborhood, haraff]

Elastic Functional Coding of Human Actions: From Vector-Fields to Latent Variables
Anirudh, Rushil, Turaga, Pavan, Su, Jingyong, Srivastava, Anuj

[pdf] [rank by tf-idf similarity to this]

[human, dataset, latent, set, embedding, work, learning, diverse, perform, datasets, search] [recognition, representation, feature, learn, identity] [action, sequence, group, trajectory, skeleton] [shape, skeletal, point, joint, reconstruction, performed, provide] [space, dimensional, manifold, mfpca, riemannian, lower, analysis, product, tangent, data, lie, tsrvf, principal, grassmann, original, proposed, low, matrix, geodesic, functional, time, vector, variable, dimensionality, utkinect, exponential, euclidean, dimension, decay, linear, reduction, function, nonlinear, element, coding, eigenvalue, representational, orthogonal] [high, relative, warping, component, ieee, transport, figure, velocity, pattern] [invariant, distance, sampling, pca, metric, applied, demonstrate]

Reflection Removal Using Ghosting Cues
Shih, YiChang, Krishnan, Dilip, Durand, Fredo, Freeman, William T.

[pdf] [rank by tf-idf similarity to this]

[vision, work, example, natural, side, user, automatic, set, include] [layer, input, recognition, factor, convolution, map] [truth, multiple, based, generated, cost] [model, ground, prior, volume, single, mixture, scene] [gmm, method, kernel, algorithm, shifted, optimization, analysis, solve, data, energy, gaussian, sparsity, decomposition, problem, product, machine] [ghosting, transmission, glass, figure, recovered, ieee, separation, computer, camera, conference, pattern, attenuation, light, separating, relative, ghosted, synthetic, shift, angle, incident, requires, removal, pane, transparent, estimate, attenuated, autocorrelation, assume, equation, international, ratio, supplemental, sin, pixel, imaging] [image, patch, local, spatial, gradient, distance, pair, corner]

Unsupervised Simultaneous Orthogonal Basis Clustering Feature Selection
Han, Dongyoon, Kim, Junmo

[pdf] [rank by tf-idf similarity to this]

[selected, unsupervised, latent, select, learning, set, datasets, type, unlabeled, dataset] [feature, discriminative, better, performance] [target, propose, based] [projected, structure, single, face, regression, term] [socfs, selection, matrix, clustering, data, orthogonal, nmi, acc, ndfs, nonnegative, proposed, udfs, mcfs, number, cluster, constraint, optimization, basis, algorithm, min, regularized, formulation, objective, selects, problem, update, projection, method, bet, analysis, umist, experimental, subproblem, row, spectral, usps, practical, function, solution, orthogonality, minimized, factorization, yaleb, tune, variable, parameter, relates, diagonal, encoding] [figure, directly, simultaneous] [local, corresponding, computed, lung, best]

Saliency Detection via Cellular Automata
Qin, Yao, Lu, Huchuan, Xu, Yiqun, Wang, He

[pdf] [rank by tf-idf similarity to this]

[vision, set, visual, existing, eqn] [map, recognition, global, factor, improve, input, level, apply, effective, better, achieve] [saliency, cellular, salient, object, precision, boundary, recall, bsca, detection, mca, based, background, threshold, propose, superpixels, integration, superpixel, gcd, foreground, wco, generated, contrast, dsr, integrated, integrate, ufo, asd, state, segmentation, evolution] [ground, prior] [matrix, algorithm, optimized, proposed, method, time, updating, row, order, number, denoted, original] [ieee, computer, conference, figure, pattern, color, international, pixel, coherence, intrinsic, measured] [image, distance, bayesian, construct, impact, cell, represents, local, region, spatial]

Random Tree Walk Toward Instantaneous 3D Human Pose Estimation
Yub Jung, Ho, Lee, Soochahn, Seok Heo, Yong, Dong Yun, Il

[pdf] [rank by tf-idf similarity to this]

[set, human, vision, randomly, test, evaluation, probability, process, operate] [trainin

cvpr2015papers

@http://www-cs-faculty.stanford.edu/people/karpathy/cvpr2015papers/

CVPR 2015 papers

你可能感兴趣的:(计算机视觉)