CVPR 2016 papers

Deep Compositional Captioning: Describing Novel Object Categories Without Paired Training Data

Lisa Anne Hendricks, Subhashini Venugopalan, Marcus Rohrbach, Raymond Mooney, Kate Saenko, Trevor Darrell

[ pdf]

[ bibtex]

Generation and Comprehension of Unambiguous Object Descriptions

Junhua Mao, Jonathan Huang, Alexander Toshev, Oana Camburu, Alan L. Yuille, Kevin Murphy

[ pdf]

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Stacked Attention Networks for Image Question Answering

Zichao Yang, Xiaodong He, Jianfeng Gao, Li Deng, Alex Smola

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Image Question Answering Using Convolutional Neural Network With Dynamic Parameter Prediction

Hyeonwoo Noh, Paul Hongsuck Seo, Bohyung Han

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Neural Module Networks

Jacob Andreas, Marcus Rohrbach, Trevor Darrell, Dan Klein

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Learning Deep Representations of Fine-Grained Visual Descriptions

Scott Reed, Zeynep Akata, Honglak Lee, Bernt Schiele

[ pdf]

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Multi-Cue Zero-Shot Learning With Strong Supervision

Zeynep Akata, Mateusz Malinowski, Mario Fritz, Bernt Schiele

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Latent Embeddings for Zero-Shot Classification

Yongqin Xian, Zeynep Akata, Gaurav Sharma, Quynh Nguyen, Matthias Hein, Bernt Schiele

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One-Shot Learning of Scene Locations via Feature Trajectory Transfer

Roland Kwitt, Sebastian Hegenbart, Marc Niethammer

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Learning Attributes Equals Multi-Source Domain Generalization

Chuang Gan, Tianbao Yang, Boqing Gong

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Anticipating Visual Representations From Unlabeled Video

Carl Vondrick, Hamed Pirsiavash, Antonio Torralba

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Learning to Assign Orientations to Feature Points

Kwang Moo Yi, Yannick Verdie, Pascal Fua, Vincent Lepetit

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Learning Dense Correspondence via 3D-Guided Cycle Consistency

Tinghui Zhou, Philipp Krahenbuhl, Mathieu Aubry, Qixing Huang, Alexei A. Efros

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The Global Patch Collider

Shenlong Wang, Sean Ryan Fanello, Christoph Rhemann, Shahram Izadi, Pushmeet Kohli

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Joint Probabilistic Matching Using m-Best Solutions

Seyed Hamid Rezatofighi, Anton Milan, Zhen Zhang, Qinfeng Shi, Anthony Dick, Ian Reid

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Face Alignment Across Large Poses: A 3D Solution

Xiangyu Zhu, Zhen Lei, Xiaoming Liu, Hailin Shi, Stan Z. Li

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Interactive Segmentation on RGBD Images via Cue Selection

Jie Feng, Brian Price, Scott Cohen, Shih-Fu Chang

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Layered Scene Decomposition via the Occlusion-CRF

Chen Liu, Pushmeet Kohli, Yasutaka Furukawa

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Affinity CNN: Learning Pixel-Centric Pairwise Relations for Figure/Ground Embedding

Michael Maire, Takuya Narihira, Stella X. Yu

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Weakly Supervised Object Boundaries

Anna Khoreva, Rodrigo Benenson, Mohamed Omran, Matthias Hein, Bernt Schiele

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Object Contour Detection With a Fully Convolutional Encoder-Decoder Network

Jimei Yang, Brian Price, Scott Cohen, Honglak Lee, Ming-Hsuan Yang

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What Value Do Explicit High Level Concepts Have in Vision to Language Problems?

Qi Wu, Chunhua Shen, Lingqiao Liu, Anthony Dick, Anton van den Hengel

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Fast Detection of Curved Edges at Low SNR

Nati Ofir, Meirav Galun, Boaz Nadler, Ronen Basri

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Object Skeleton Extraction in Natural Images by Fusing Scale-Associated Deep Side Outputs

Wei Shen, Kai Zhao, Yuan Jiang, Yan Wang, Zhijiang Zhang, Xiang Bai

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Learning Relaxed Deep Supervision for Better Edge Detection

Yu Liu, Michael S. Lew

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Occlusion Boundary Detection via Deep Exploration of Context

Huan Fu, Chaohui Wang, Dacheng Tao, Michael J. Black

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SemiContour: A Semi-Supervised Learning Approach for Contour Detection

Zizhao Zhang, Fuyong Xing, Xiaoshuang Shi, Lin Yang

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Learning to Localize Little Landmarks

Saurabh Singh, Derek Hoiem, David Forsyth

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InterActive: Inter-Layer Activeness Propagation

Lingxi Xie, Liang Zheng, Jingdong Wang, Alan L. Yuille, Qi Tian

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Exploit Bounding Box Annotations for Multi-Label Object Recognition

Hao Yang, Joey Tianyi Zhou, Yu Zhang, Bin-Bin Gao, Jianxin Wu, Jianfei Cai

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TI-Pooling: Transformation-Invariant Pooling for Feature Learning in Convolutional Neural Networks

Dmitry Laptev, Nikolay Savinov, Joachim M. Buhmann, Marc Pollefeys

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Fashion Style in 128 Floats: Joint Ranking and Classification Using Weak Data for Feature Extraction

Edgar Simo-Serra, Hiroshi Ishikawa

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Equiangular Kernel Dictionary Learning With Applications to Dynamic Texture Analysis

Yuhui Quan, Chenglong Bao, Hui Ji

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Compact Bilinear Pooling

Yang Gao, Oscar Beijbom, Ning Zhang, Trevor Darrell

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Accumulated Stability Voting: A Robust Descriptor From Descriptors of Multiple Scales

Tsun-Yi Yang, Yen-Yu Lin, Yung-Yu Chuang

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CoMaL: Good Features to Match on Object Boundaries

Swarna K. Ravindran, Anurag Mittal

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Progressive Feature Matching With Alternate Descriptor Selection and Correspondence Enrichment

Yuan-Ting Hu, Yen-Yu Lin

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A New Finsler Minimal Path Model With Curvature Penalization for Image Segmentation and Closed Contour Detection

Da Chen, Jean-Marie Mirebeau, Laurent D. Cohen

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Scale-Aware Alignment of Hierarchical Image Segmentation

Yuhua Chen, Dengxin Dai, Jordi Pont-Tuset, Luc Van Gool

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Deep Interactive Object Selection

Ning Xu, Brian Price, Scott Cohen, Jimei Yang, Thomas S. Huang

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Pull the Plug? Predicting If Computers or Humans Should Segment Images

Danna Gurari, Suyog Jain, Margrit Betke, Kristen Grauman

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In the Shadows, Shape Priors Shine: Using Occlusion to Improve Multi-Region Segmentation

Yuka Kihara, Matvey Soloviev, Tsuhan Chen

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Convexity Shape Constraints for Image Segmentation

Loic A. Royer, David L. Richmond, Carsten Rother, Bjoern Andres, Dagmar Kainmueller

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MCMC Shape Sampling for Image Segmentation With Nonparametric Shape Priors

Ertunc Erdil, Sinan Yildirim, Mujdat Cetin, Tolga Tasdizen

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From Noise Modeling to Blind Image Denoising

Fengyuan Zhu, Guangyong Chen, Pheng-Ann Heng

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Efficient and Robust Color Consistency for Community Photo Collections

Jaesik Park, Yu-Wing Tai, Sudipta N. Sinha, In So Kweon

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Needle-Match: Reliable Patch Matching Under High Uncertainty

Or Lotan, Michal Irani

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ReconNet: Non-Iterative Reconstruction of Images From Compressively Sensed Measurements

Kuldeep Kulkarni, Suhas Lohit, Pavan Turaga, Ronan Kerviche, Amit Ashok

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Soft-Segmentation Guided Object Motion Deblurring

Jinshan Pan, Zhe Hu, Zhixun Su, Hsin-Ying Lee, Ming-Hsuan Yang

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Two Illuminant Estimation and User Correction Preference

Dongliang Cheng, Abdelrahman Abdelhamed, Brian Price, Scott Cohen, Michael S. Brown

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Deep Contrast Learning for Salient Object Detection

Guanbin Li, Yizhou Yu

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Multiview Image Completion With Space Structure Propagation

Seung-Hwan Baek, Inchang Choi, Min H. Kim

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Composition-Preserving Deep Photo Aesthetics Assessment

Long Mai, Hailin Jin, Feng Liu

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Automatic Image Cropping : A Computational Complexity Study

Jiansheng Chen, Gaocheng Bai, Shaoheng Liang, Zhengqin Li

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A Deeper Look at Saliency: Feature Contrast, Semantics, and Beyond

Neil D. B. Bruce, Christopher Catton, Sasa Janjic

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Spatially Binned ROC: A Comprehensive Saliency Metric

Calden Wloka, John Tsotsos

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GraB: Visual Saliency via Novel Graph Model and Background Priors

Qiaosong Wang, Wen Zheng, Robinson Piramuthu

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Predicting When Saliency Maps Are Accurate and Eye Fixations Consistent

Anna Volokitin, Michael Gygli, Xavier Boix

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Split and Match: Example-Based Adaptive Patch Sampling for Unsupervised Style Transfer

Oriel Frigo, Neus Sabater, Julie Delon, Pierre Hellier

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Detection and Accurate Localization of Circular Fiducials Under Highly Challenging Conditions

Lilian Calvet, Pierre Gurdjos, Carsten Griwodz, Simone Gasparini

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Scene Recognition With CNNs: Objects, Scales and Dataset Bias

Luis Herranz, Shuqiang Jiang, Xiangyang Li

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Learning Action Maps of Large Environments via First-Person Vision

Nicholas Rhinehart, Kris M. Kitani

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Single-Image Crowd Counting via Multi-Column Convolutional Neural Network

Yingying Zhang, Desen Zhou, Siqin Chen, Shenghua Gao, Yi Ma

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Shallow and Deep Convolutional Networks for Saliency Prediction

Junting Pan, Elisa Sayrol, Xavier Giro-i-Nieto, Kevin McGuinness, Noel E. O'Connor

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Sample and Filter: Nonparametric Scene Parsing via Efficient Filtering

Mohammad Najafi, Sarah Taghavi Namin, Mathieu Salzmann, Lars Petersson

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DeLay: Robust Spatial Layout Estimation for Cluttered Indoor Scenes

Saumitro Dasgupta, Kuan Fang, Kevin Chen, Silvio Savarese

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A Text Detection System for Natural Scenes With Convolutional Feature Learning and Cascaded Classification

Siyu Zhu, Richard Zanibbi

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Reversible Recursive Instance-Level Object Segmentation

Xiaodan Liang, Yunchao Wei, Xiaohui Shen, Zequn Jie, Jiashi Feng, Liang Lin, Shuicheng Yan

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Coherent Parametric Contours for Interactive Video Object Segmentation

Yao Lu, Xue Bai, Linda Shapiro, Jue Wang

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Manifold SLIC: A Fast Method to Compute Content-Sensitive Superpixels

Yong-Jin Liu, Cheng-Chi Yu, Min-Jing Yu, Ying He

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Deep Saliency With Encoded Low Level Distance Map and High Level Features

Gayoung Lee, Yu-Wing Tai, Junmo Kim

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Instance-Level Segmentation for Autonomous Driving With Deep Densely Connected MRFs

Ziyu Zhang, Sanja Fidler, Raquel Urtasun

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DHSNet: Deep Hierarchical Saliency Network for Salient Object Detection

Nian Liu, Junwei Han

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Object Co-Segmentation via Graph Optimized-Flexible Manifold Ranking

Rong Quan, Junwei Han, Dingwen Zhang, Feiping Nie

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Primary Object Segmentation in Videos via Alternate Convex Optimization of Foreground and Background Distributions

Won-Dong Jang, Chulwoo Lee, Chang-Su Kim

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Automatic Fence Segmentation in Videos of Dynamic Scenes

Renjiao Yi, Jue Wang, Ping Tan

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Discovering the Physical Parts of an Articulated Object Class From Multiple Videos

Luca Del Pero, Susanna Ricco, Rahul Sukthankar, Vittorio Ferrari

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A Benchmark Dataset and Evaluation Methodology for Video Object Segmentation

Federico Perazzi, Jordi Pont-Tuset, Brian McWilliams, Luc Van Gool, Markus Gross, Alexander Sorkine-Hornung

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Learning Temporal Regularity in Video Sequences

Mahmudul Hasan, Jonghyun Choi, Jan Neumann, Amit K. Roy-Chowdhury, Larry S. Davis

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Bilateral Space Video Segmentation

Nicolas Maerki, Federico Perazzi, Oliver Wang, Alexander Sorkine-Hornung

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ReD-SFA: Relation Discovery Based Slow Feature Analysis for Trajectory Clustering

Zhang Zhang, Kaiqi Huang, Tieniu Tan, Peipei Yang, Jun Li

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Training Region-Based Object Detectors With Online Hard Example Mining

Abhinav Shrivastava, Abhinav Gupta, Ross Girshick

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Deep Residual Learning for Image Recognition

Kaiming He, Xiangyu Zhang, Shaoqing Ren, Jian Sun

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You Only Look Once: Unified, Real-Time Object Detection

Joseph Redmon, Santosh Divvala, Ross Girshick, Ali Farhadi

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LocNet: Improving Localization Accuracy for Object Detection

Spyros Gidaris, Nikos Komodakis

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Sketch Me That Shoe

Qian Yu, Feng Liu, Yi-Zhe Song, Tao Xiang, Timothy M. Hospedales, Chen-Change Loy

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Deep Sliding Shapes for Amodal 3D Object Detection in RGB-D Images

Shuran Song, Jianxiong Xiao

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Object Detection From Video Tubelets With Convolutional Neural Networks

Kai Kang, Wanli Ouyang, Hongsheng Li, Xiaogang Wang

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Learning With Side Information Through Modality Hallucination

Judy Hoffman, Saurabh Gupta, Trevor Darrell

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Object-Proposal Evaluation Protocol is 'Gameable'

Neelima Chavali, Harsh Agrawal, Aroma Mahendru, Dhruv Batra

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HyperNet: Towards Accurate Region Proposal Generation and Joint Object Detection

Tao Kong, Anbang Yao, Yurong Chen, Fuchun Sun

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We Don't Need No Bounding-Boxes: Training Object Class Detectors Using Only Human Verification

Dim P. Papadopoulos, Jasper R. R. Uijlings, Frank Keller, Vittorio Ferrari

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Factors in Finetuning Deep Model for Object Detection With Long-Tail Distribution

Wanli Ouyang, Xiaogang Wang, Cong Zhang, Xiaokang Yang

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Information-Driven Adaptive Structured-Light Scanners

Guy Rosman, Daniela Rus, John W. Fisher III

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Simultaneous Optical Flow and Intensity Estimation From an Event Camera

Patrick Bardow, Andrew J. Davison, Stefan Leutenegger

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Macroscopic Interferometry: Rethinking Depth Estimation With Frequency-Domain Time-Of-Flight

Achuta Kadambi, Jamie Schiel, Ramesh Raskar

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ASP Vision: Optically Computing the First Layer of Convolutional Neural Networks Using Angle Sensitive Pixels

Huaijin G. Chen, Suren Jayasuriya, Jiyue Yang, Judy Stephen, Sriram Sivaramakrishnan, Ashok Veeraraghavan, Alyosha Molnar

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Computational Imaging for VLBI Image Reconstruction

Katherine L. Bouman, Michael D. Johnson, Daniel Zoran, Vincent L. Fish, Sheperd S. Doeleman, William T. Freeman

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You Lead, We Exceed: Labor-Free Video Concept Learning by Jointly Exploiting Web Videos and Images

Chuang Gan, Ting Yao, Kuiyuan Yang, Yi Yang, Tao Mei

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Track and Segment: An Iterative Unsupervised Approach for Video Object Proposals

Fanyi Xiao, Yong Jae Lee

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Beyond Local Search: Tracking Objects Everywhere With Instance-Specific Proposals

Gao Zhu, Fatih Porikli, Hongdong Li

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Groupwise Tracking of Crowded Similar-Appearance Targets From Low-Continuity Image Sequences

Hongkai Yu, Youjie Zhou, Jeff Simmons, Craig P. Przybyla, Yuewei Lin, Xiaochuan Fan, Yang Mi, Song Wang

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Social LSTM: Human Trajectory Prediction in Crowded Spaces

Alexandre Alahi, Kratarth Goel, Vignesh Ramanathan, Alexandre Robicquet, Li Fei-Fei, Silvio Savarese

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What Players Do With the Ball: A Physically Constrained Interaction Modeling

Andrii Maksai, Xinchao Wang, Pascal Fua

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Highlight Detection With Pairwise Deep Ranking for First-Person Video Summarization

Ting Yao, Tao Mei, Yong Rui

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Direct Prediction of 3D Body Poses From Motion Compensated Sequences

Bugra Tekin, Artem Rozantsev, Vincent Lepetit, Pascal Fua

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Video2GIF: Automatic Generation of Animated GIFs From Video

Michael Gygli, Yale Song, Liangliang Cao

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NTU RGB+D: A Large Scale Dataset for 3D Human Activity Analysis

Amir Shahroudy, Jun Liu, Tian-Tsong Ng, Gang Wang

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Progressively Parsing Interactional Objects for Fine Grained Action Detection

Bingbing Ni, Xiaokang Yang, Shenghua Gao

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Hierarchical Recurrent Neural Encoder for Video Representation With Application to Captioning

Pingbo Pan, Zhongwen Xu, Yi Yang, Fei Wu, Yueting Zhuang

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From Keyframes to Key Objects: Video Summarization by Representative Object Proposal Selection

Jingjing Meng, Hongxing Wang, Junsong Yuan, Yap-Peng Tan

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Temporal Action Localization in Untrimmed Videos via Multi-Stage CNNs

Zheng Shou, Dongang Wang, Shih-Fu Chang

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Summary Transfer: Exemplar-Based Subset Selection for Video Summarization

Ke Zhang, Wei-Lun Chao, Fei Sha, Kristen Grauman

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POD: Discovering Primary Objects in Videos Based on Evolutionary Refinement of Object Recurrence, Background, and Primary Object Models

Yeong Jun Koh, Won-Dong Jang, Chang-Su Kim

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What If We Do Not Have Multiple Videos of the Same Action? -- Video Action Localization Using Web Images

Waqas Sultani, Mubarak Shah

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Beyond F-Formations: Determining Social Involvement in Free Standing Conversing Groups From Static Images

Lu Zhang, Hayley Hung

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DeepFashion: Powering Robust Clothes Recognition and Retrieval With Rich Annotations

Ziwei Liu, Ping Luo, Shi Qiu, Xiaogang Wang, Xiaoou Tang

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SketchNet: Sketch Classification With Web Images

Hua Zhang, Si Liu, Changqing Zhang, Wenqi Ren, Rui Wang, Xiaochun Cao

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Embedding Label Structures for Fine-Grained Feature Representation

Xiaofan Zhang, Feng Zhou, Yuanqing Lin, Shaoting Zhang

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Fine-Grained Image Classification by Exploring Bipartite-Graph Labels

Feng Zhou, Yuanqing Lin

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Picking Deep Filter Responses for Fine-Grained Image Recognition

Xiaopeng Zhang, Hongkai Xiong, Wengang Zhou, Weiyao Lin, Qi Tian

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SPDA-CNN: Unifying Semantic Part Detection and Abstraction for Fine-Grained Recognition

Han Zhang, Tao Xu, Mohamed Elhoseiny, Xiaolei Huang, Shaoting Zhang, Ahmed Elgammal, Dimitris Metaxas

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Fine-Grained Categorization and Dataset Bootstrapping Using Deep Metric Learning With Humans in the Loop

Yin Cui, Feng Zhou, Yuanqing Lin, Serge Belongie

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Mining Discriminative Triplets of Patches for Fine-Grained Classification

Yaming Wang, Jonghyun Choi, Vlad Morariu, Larry S. Davis

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Part-Stacked CNN for Fine-Grained Visual Categorization

Shaoli Huang, Zhe Xu, Dacheng Tao, Ya Zhang

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Learning Compact Binary Descriptors With Unsupervised Deep Neural Networks

Kevin Lin, Jiwen Lu, Chu-Song Chen, Jie Zhou

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Solving Small-Piece Jigsaw Puzzles by Growing Consensus

Kilho Son, daniel Moreno, James Hays, David B. Cooper

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Pairwise Matching Through Max-Weight Bipartite Belief Propagation

Zhen Zhang, Qinfeng Shi, Julian McAuley, Wei Wei, Yanning Zhang, Anton van den Hengel

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Structured Feature Similarity With Explicit Feature Map

Takumi Kobayashi

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Temporal Epipolar Regions

Mor Dar, Yael Moses

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Recurrent Attention Models for Depth-Based Person Identification

Albert Haque, Alexandre Alahi, Li Fei-Fei

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Learning a Discriminative Null Space for Person Re-Identification

Li Zhang, Tao Xiang, Shaogang Gong

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Learning Deep Feature Representations With Domain Guided Dropout for Person Re-Identification

Tong Xiao, Hongsheng Li, Wanli Ouyang, Xiaogang Wang

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How Far Are We From Solving Pedestrian Detection?

Shanshan Zhang, Rodrigo Benenson, Mohamed Omran, Jan Hosang, Bernt Schiele

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Similarity Learning With Spatial Constraints for Person Re-Identification

Dapeng Chen, Zejian Yuan, Badong Chen, Nanning Zheng

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Sample-Specific SVM Learning for Person Re-Identification

Ying Zhang, Baohua Li, Huchuan Lu, Atshushi Irie, Xiang Ruan

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Joint Learning of Single-Image and Cross-Image Representations for Person Re-Identification

Faqiang Wang, Wangmeng Zuo, Liang Lin, David Zhang, Lei Zhang

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A Multi-Level Contextual Model For Person Recognition in Photo Albums

Haoxiang Li, Jonathan Brandt, Zhe Lin, Xiaohui Shen, Gang Hua

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Unsupervised Cross-Dataset Transfer Learning for Person Re-Identification

Peixi Peng, Tao Xiang, Yaowei Wang, Massimiliano Pontil, Shaogang Gong, Tiejun Huang, Yonghong Tian

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Pedestrian Detection Inspired by Appearance Constancy and Shape Symmetry

Jiale Cao, Yanwei Pang, Xuelong Li

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Recurrent Convolutional Network for Video-Based Person Re-Identification

Niall McLaughlin, Jesus Martinez del Rincon, Paul Miller

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Person Re-Identification by Multi-Channel Parts-Based CNN With Improved Triplet Loss Function

De Cheng, Yihong Gong, Sanping Zhou, Jinjun Wang, Nanning Zheng

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Top-Push Video-Based Person Re-Identification

Jinjie You, Ancong Wu, Xiang Li, Wei-Shi Zheng

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Improving Person Re-Identification via Pose-Aware Multi-Shot Matching

Yeong-Jun Cho, Kuk-Jin Yoon

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Hierarchical Gaussian Descriptor for Person Re-Identification

Tetsu Matsukawa, Takahiro Okabe, Einoshin Suzuki, Yoichi Sato

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STCT: Sequentially Training Convolutional Networks for Visual Tracking

Lijun Wang, Wanli Ouyang, Xiaogang Wang, Huchuan Lu

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Determining Occlusions From Space and Time Image Reconstructions

Juan-Manuel Perez-Rua, Tomas Crivelli, Patrick Bouthemy, Patrick Perez

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Online Multi-Object Tracking via Structural Constraint Event Aggregation

Ju Hong Yoon, Chang-Ryeol Lee, Ming-Hsuan Yang, Kuk-Jin Yoon

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Staple: Complementary Learners for Real-Time Tracking

Luca Bertinetto, Jack Valmadre, Stuart Golodetz, Ondrej Miksik, Philip H. S. Torr

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Robust Optical Flow Estimation of Double-Layer Images Under Transparency or Reflection

Jiaolong Yang, Hongdong Li, Yuchao Dai, Robby T. Tan

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Siamese Instance Search for Tracking

Ran Tao, Efstratios Gavves, Arnold W.M. Smeulders

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Adaptive Decontamination of the Training Set: A Unified Formulation for Discriminative Visual Tracking

Martin Danelljan, Gustav Hager, Fahad Shahbaz Khan, Michael Felsberg

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3D Part-Based Sparse Tracker With Automatic Synchronization and Registration

Adel Bibi, Tianzhu Zhang, Bernard Ghanem

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Recurrently Target-Attending Tracking

Zhen Cui, Shengtao Xiao, Jiashi Feng, Shuicheng Yan

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Structured Regression Gradient Boosting

Ferran Diego, Fred A. Hamprecht

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Loss Functions for Top-k Error: Analysis and Insights

Maksim Lapin, Matthias Hein, Bernt Schiele

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Metric Learning as Convex Combinations of Local Models With Generalization Guarantees

Valentina Zantedeschi, Remi Emonet, Marc Sebban

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Efficient Training of Very Deep Neural Networks for Supervised Hashing

Ziming Zhang, Yuting Chen, Venkatesh Saligrama

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Information Bottleneck Learning Using Privileged Information for Visual Recognition

Saeid Motiian, Marco Piccirilli, Donald A. Adjeroh, Gianfranco Doretto

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3D Action Recognition From Novel Viewpoints

Hossein Rahmani, Ajmal Mian

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3D Shape Attributes

David F. Fouhey, Abhinav Gupta, Andrew Zisserman

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Three-Dimensional Object Detection and Layout Prediction Using Clouds of Oriented Gradients

Zhile Ren, Erik B. Sudderth

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3D Semantic Parsing of Large-Scale Indoor Spaces

Iro Armeni, Ozan Sener, Amir R. Zamir, Helen Jiang, Ioannis Brilakis, Martin Fischer, Silvio Savarese

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Dense Human Body Correspondences Using Convolutional Networks

Lingyu Wei, Qixing Huang, Duygu Ceylan, Etienne Vouga, Hao Li

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Geometry-Informed Material Recognition

Joseph DeGol, Mani Golparvar-Fard, Derek Hoiem

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[ bibtex]

Towards Open Set Deep Networks

Abhijit Bendale, Terrance E. Boult

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What's Wrong With That Object? Identifying Images of Unusual Objects by Modelling the Detection Score Distribution

Peng Wang, Lingqiao Liu, Chunhua Shen, Zi Huang, Anton van den Hengel, Heng Tao Shen

[ pdf]

[ bibtex]

Large-Scale Location Recognition and the Geometric Burstiness Problem

Torsten Sattler, Michal Havlena, Konrad Schindler, Marc Pollefeys

[ pdf]

[ bibtex]

Regularity-Driven Facade Matching Between Aerial and Street Views

Mark Wolff, Robert T. Collins, Yanxi Liu

[ pdf]

[ bibtex]

Do Computational Models Differ Systematically From Human Object Perception?

R. T. Pramod, S. P. Arun

[ pdf]

[ bibtex]

Contour Detection in Unstructured 3D Point Clouds

Timo Hackel, Jan D. Wegner, Konrad Schindler

[ pdf]

[ bibtex]

Unsupervised Learning of Edges

Yin Li, Manohar Paluri, James M. Rehg, Piotr Dollar

[ pdf]

[ bibtex]

Blind Image Deblurring Using Dark Channel Prior

Jinshan Pan, Deqing Sun, Hanspeter Pfister, Ming-Hsuan Yang

[ pdf]

[ bibtex]

Deeply-Recursive Convolutional Network for Image Super-Resolution

Jiwon Kim, Jung Kwon Lee, Kyoung Mu Lee

[ pdf]

[ bibtex]

Accurate Image Super-Resolution Using Very Deep Convolutional Networks

Jiwon Kim, Jung Kwon Lee, Kyoung Mu Lee

[ pdf]

[ bibtex]

RAW Image Reconstruction Using a Self-Contained sRGB-JPEG Image With Only 64 KB Overhead

Rang M. H. Nguyen, Michael S. Brown

[ pdf]

[ bibtex]

Group MAD Competition - A New Methodology to Compare Objective Image Quality Models

Kede Ma, Qingbo Wu, Zhou Wang, Zhengfang Duanmu, Hongwei Yong, Hongliang Li, Lei Zhang

[ pdf]

[ bibtex]

Non-Local Image Dehazing

Dana Berman, Tali treibitz, Shai Avidan

[ pdf]

[ bibtex]

A Holistic Approach to Cross-Channel Image Noise Modeling and Its Application to Image Denoising

Seonghyeon Nam, Youngbae Hwang, Yasuyuki Matsushita, Seon Joo Kim

[ pdf]

[ bibtex]

Multispectral Images Denoising by Intrinsic Tensor Sparsity Regularization

Qi Xie, Qian Zhao, Deyu Meng, Zongben Xu, Shuhang Gu, Wangmeng Zuo, Lei Zhang

[ pdf]

[ bibtex]

A Comparative Study for Single Image Blind Deblurring

Wei-Sheng Lai, Jia-Bin Huang, Zhe Hu, Narendra Ahuja, Ming-Hsuan Yang

[ pdf]

[ bibtex]

Spatiotemporal Bundle Adjustment for Dynamic 3D Reconstruction

Minh Vo, Srinivasa G. Narasimhan, Yaser Sheikh

[ pdf]

[ bibtex]

Inextensible Non-Rigid Shape-From-Motion by Second-Order Cone Programming

Ajad Chhatkuli, Daniel Pizarro, Toby Collins, Adrien Bartoli

[ pdf]

[ bibtex]

Optimal Relative Pose With Unknown Correspondences

Johan Fredriksson, Viktor Larsson, Carl Olsson, Fredrik Kahl

[ pdf]

[ bibtex]

Homography Estimation From the Common Self-Polar Triangle of Separate Ellipses

Haifei Huang, Hui Zhang, Yiu-ming Cheung

[ pdf]

[ bibtex]

Heterogeneous Light Fields

Maximilian Diebold, Bernd Jahne, Alexander Gatto

[ pdf]

[ bibtex]

A Consensus-Based Framework for Distributed Bundle Adjustment

Anders Eriksson, John Bastian, Tat-Jun Chin, Mats Isaksson

[ pdf]

[ bibtex]

Globally Optimal Manhattan Frame Estimation in Real-Time

Kyungdon Joo, Tae-Hyun Oh, Junsik Kim, In So Kweon

[ pdf]

[ bibtex]

Mirror Surface Reconstruction Under an Uncalibrated Camera

Kai Han, Kwan-Yee K. Wong, Dirk Schnieders, Miaomiao Liu

[ pdf]

[ bibtex]

A Hole Filling Approach Based on Background Reconstruction for View Synthesis in 3D Video

Guibo Luo, Yuesheng Zhu, Zhaotian Li, Liming Zhang

[ pdf]

[ bibtex]

A Direct Least-Squares Solution to the PnP Problem With Unknown Focal Length

Yinqiang Zheng, Laurent Kneip

[ pdf]

[ bibtex]

Efficient Intersection of Three Quadrics and Applications in Computer Vision

Zuzana Kukelova, Jan Heller, Andrew Fitzgibbon

[ pdf]

[ bibtex]

Using Spatial Order to Boost the Elimination of Incorrect Feature Matches

Lior Talker, Yael Moses, Ilan Shimshoni

[ pdf]

[ bibtex]

A Probabilistic Framework for Color-Based Point Set Registration

Martin Danelljan, Giulia Meneghetti, Fahad Shahbaz Khan, Michael Felsberg

[ pdf]

[ bibtex]

Blind Image Deconvolution by Automatic Gradient Activation

Dong Gong, Mingkui Tan, Yanning Zhang, Anton van den Hengel, Qinfeng Shi

[ pdf]

[ bibtex]

PSyCo: Manifold Span Reduction for Super Resolution

Eduardo Perez-Pellitero, Jordi Salvador, Javier Ruiz-Hidalgo, Bodo Rosenhahn

[ pdf]

[ bibtex]

Parametric Object Motion From Blur

Jochen Gast, Anita Sellent, Stefan Roth

[ pdf]

[ bibtex]

Image Deblurring Using Smartphone Inertial Sensors

Zhe Hu, Lu Yuan, Stephen Lin, Ming-Hsuan Yang

[ pdf]

[ bibtex]

Seven Ways to Improve Example-Based Single Image Super Resolution

Radu Timofte, Rasmus Rothe, Luc Van Gool

[ pdf]

[ bibtex]

Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network

Wenzhe Shi, Jose Caballero, Ferenc Huszar, Johannes Totz, Andrew P. Aitken, Rob Bishop, Daniel Rueckert, Zehan Wang

[ pdf]

[ bibtex]

They Are Not Equally Reliable: Semantic Event Search Using Differentiated Concept Classifiers

Xiaojun Chang, Yao-Liang Yu, Yi Yang, Eric P. Xing

[ pdf]

[ bibtex]

Going Deeper into First-Person Activity Recognition

Minghuang Ma, Haoqi Fan, Kris M. Kitani

[ pdf]

[ bibtex]

Cascaded Interactional Targeting Network for Egocentric Video Analysis

Yang Zhou, Bingbing Ni, Richang Hong, Xiaokang Yang, Qi Tian

[ pdf]

[ bibtex]

Fast Temporal Activity Proposals for Efficient Detection of Human Actions in Untrimmed Videos

Fabian Caba Heilbron, Juan Carlos Niebles, Bernard Ghanem

[ pdf]

[ bibtex]

Discriminative Hierarchical Rank Pooling for Activity Recognition

Basura Fernando, Peter Anderson, Marcus Hutter, Stephen Gould

[ pdf]

[ bibtex]

Convolutional Two-Stream Network Fusion for Video Action Recognition

Christoph Feichtenhofer, Axel Pinz, Andrew Zisserman

[ pdf]

[ bibtex]

Learning Activity Progression in LSTMs for Activity Detection and Early Detection

Shugao Ma, Leonid Sigal, Stan Sclaroff

[ pdf]

[ bibtex]

VLAD3: Encoding Dynamics of Deep Features for Action Recognition

Yingwei Li, Weixin Li, Vijay Mahadevan, Nuno Vasconcelos

[ pdf]

[ bibtex]

A Multi-Stream Bi-Directional Recurrent Neural Network for Fine-Grained Action Detection

Bharat Singh, Tim K. Marks, Michael Jones, Oncel Tuzel, Ming Shao

[ pdf]

[ bibtex]

A Hierarchical Deep Temporal Model for Group Activity Recognition

Mostafa S. Ibrahim, Srikanth Muralidharan, Zhiwei Deng, Arash Vahdat, Greg Mori

[ pdf]

[ bibtex]

A Hierarchical Pose-Based Approach to Complex Action Understanding Using Dictionaries of Actionlets and Motion Poselets

Ivan Lillo, Juan Carlos Niebles, Alvaro Soto

[ pdf]

[ bibtex]

A Key Volume Mining Deep Framework for Action Recognition

Wangjiang Zhu, Jie Hu, Gang Sun, Xudong Cao, Yu Qiao

[ pdf]

[ bibtex]

Improved Hamming Distance Search Using Variable Length Substrings

Eng-Jon Ong, Miroslaw Bober

[ pdf]

[ bibtex]

Shortlist Selection With Residual-Aware Distance Estimator for K-Nearest Neighbor Search

Jae-Pil Heo, Zhe Lin, Xiaohui Shen, Jonathan Brandt, Sung-eui Yoon

[ pdf]

[ bibtex]

Supervised Quantization for Similarity Search

Xiaojuan Wang, Ting Zhang, Guo-Jun Qi, Jinhui Tang, Jingdong Wang

[ pdf]

[ bibtex]

Efficient Large-Scale Approximate Nearest Neighbor Search on the GPU

Patrick Wieschollek, Oliver Wang, Alexander Sorkine-Hornung, Hendrik P. A. Lensch

[ pdf]

[ bibtex]

Collaborative Quantization for Cross-Modal Similarity Search

Ting Zhang, Jingdong Wang

[ pdf]

[ bibtex]

Aggregating Image and Text Quantized Correlated Components

Thi Quynh Nhi Tran, Herve Le Borgne, Michel Crucianu

[ pdf]

[ bibtex]

Efficient Indexing of Billion-Scale Datasets of Deep Descriptors

Artem Babenko, Victor Lempitsky

[ pdf]

[ bibtex]

Deep Supervised Hashing for Fast Image Retrieval

Haomiao Liu, Ruiping Wang, Shiguang Shan, Xilin Chen

[ pdf]

[ bibtex]

Efficient Large-Scale Similarity Search Using Matrix Factorization

Ahmet Iscen, Michael Rabbat, Teddy Furon

[ pdf]

[ bibtex]

Incremental Object Discovery in Time-Varying Image Collections

Theodora Kontogianni, Markus Mathias, Bastian Leibe

[ pdf]

[ bibtex]

Detecting Migrating Birds at Night

Jia-Bin Huang, Rich Caruana, Andrew Farnsworth, Steve Kelling, Narendra Ahuja

[ pdf]

[ bibtex]

When Naive Bayes Nearest Neighbors Meet Convolutional Neural Networks

Ilja Kuzborskij, Fabio Maria Carlucci, Barbara Caputo

[ pdf]

[ bibtex]

Traffic-Sign Detection and Classification in the Wild

Zhe Zhu, Dun Liang, Songhai Zhang, Xiaolei Huang, Baoli Li, Shimin Hu

[ pdf]

[ bibtex]

Large Scale Semi-Supervised Object Detection Using Visual and Semantic Knowledge Transfer

Yuxing Tang, Josiah Wang, Boyang Gao, Emmanuel Dellandrea, Robert Gaizauskas, Liming Chen

[ pdf]

[ bibtex]

Exploit All the Layers: Fast and Accurate CNN Object Detector With Scale Dependent Pooling and Cascaded Rejection Classifiers

Fan Yang, Wongun Choi, Yuanqing Lin

[ pdf]

[ bibtex]

Dictionary Pair Classifier Driven Convolutional Neural Networks for Object Detection

Keze Wang, Liang Lin, Wangmeng Zuo, Shuhang Gu, Lei Zhang

[ pdf]

[ bibtex]

Monocular 3D Object Detection for Autonomous Driving

Xiaozhi Chen, Kaustav Kundu, Ziyu Zhang, Huimin Ma, Sanja Fidler, Raquel Urtasun

[ pdf]

[ bibtex]

How Hard Can It Be? Estimating the Difficulty of Visual Search in an Image

Radu Tudor Ionescu, Bogdan Alexe, Marius Leordeanu, Marius Popescu, Dim P. Papadopoulos, Vittorio Ferrari

[ pdf]

[ bibtex]

Deep Relative Distance Learning: Tell the Difference Between Similar Vehicles

Hongye Liu, Yonghong Tian, Yaowei Yang, Lu Pang, Tiejun Huang

[ pdf]

[ bibtex]

Eye Tracking for Everyone

Kyle Krafka, Aditya Khosla, Petr Kellnhofer, Harini Kannan, Suchendra Bhandarkar, Wojciech Matusik, Antonio Torralba

[ pdf]

[ bibtex]

Efficient Globally Optimal 2D-To-3D Deformable Shape Matching

Zorah Lahner, Emanuele Rodola, Frank R. Schmidt, Michael M. Bronstein, Daniel Cremers

[ pdf]

[ bibtex]

Ambiguity Helps: Classification With Disagreements in Crowdsourced Annotations

Viktoriia Sharmanska, Daniel Hernandez-Lobato, Jose Miguel Hernandez-Lobato, Novi Quadrianto

[ pdf]

[ bibtex]

A Task-Oriented Approach for Cost-Sensitive Recognition

Roozbeh Mottaghi, Hannaneh Hajishirzi, Ali Farhadi

[ pdf]

[ bibtex]

Refining Architectures of Deep Convolutional Neural Networks

Sukrit Shankar, Duncan Robertson, Yani Ioannou, Antonio Criminisi, Roberto Cipolla

[ pdf]

[ bibtex]

iLab-20M: A Large-Scale Controlled Object Dataset to Investigate Deep Learning

Ali Borji, Saeed Izadi, Laurent Itti

[ pdf]

[ bibtex]

Recursive Recurrent Nets With Attention Modeling for OCR in the Wild

Chen-Yu Lee, Simon Osindero

[ pdf]

[ bibtex]

Deep Decision Network for Multi-Class Image Classification

Venkatesh N. Murthy, Vivek Singh, Terrence Chen, R. Manmatha, Dorin Comaniciu

[ pdf]

[ bibtex]

Less Is More: Zero-Shot Learning From Online Textual Documents With Noise Suppression

Ruizhi Qiao, Lingqiao Liu, Chunhua Shen, Anton van den Hengel

[ pdf]

[ bibtex]

Fast Algorithms for Linear and Kernel SVM+

Wen Li, Dengxin Dai, Mingkui Tan, Dong Xu, Luc Van Gool

[ pdf]

[ bibtex]

Hierarchically Gated Deep Networks for Semantic Segmentation

Guo-Jun Qi

[ pdf]

[ bibtex]

Deep Structured Scene Parsing by Learning With Image Descriptions

Liang Lin, Guangrun Wang, Rui Zhang, Ruimao Zhang, Xiaodan Liang, Wangmeng Zuo

[ pdf]

[ bibtex]

CNN-RNN: A Unified Framework for Multi-Label Image Classification

Jiang Wang, Yi Yang, Junhua Mao, Zhiheng Huang, Chang Huang, Wei Xu

[ pdf]

[ bibtex]

Walk and Learn: Facial Attribute Representation Learning From Egocentric Video and Contextual Data

Jing Wang, Yu Cheng, Rogerio Schmidt Feris

[ pdf]

[ bibtex]

CNN-N-Gram for Handwriting Word Recognition

Arik Poznanski, Lior Wolf

[ pdf]

[ bibtex]

Synthetic Data for Text Localisation in Natural Images

Ankush Gupta, Andrea Vedaldi, Andrew Zisserman

[ pdf]

[ bibtex]

End-To-End People Detection in Crowded Scenes

Russell Stewart, Mykhaylo Andriluka, Andrew Y. Ng

[ pdf]

[ bibtex]

Real-Time Salient Object Detection With a Minimum Spanning Tree

Wei-Chih Tu, Shengfeng He, Qingxiong Yang, Shao-Yi Chien

[ pdf]

[ bibtex]

Local Background Enclosure for RGB-D Salient Object Detection

David Feng, Nick Barnes, Shaodi You, Chris McCarthy

[ pdf]

[ bibtex]

Adaptive Object Detection Using Adjacency and Zoom Prediction

Yongxi Lu, Tara Javidi, Svetlana Lazebnik

[ pdf]

[ bibtex]

Semantic Channels for Fast Pedestrian Detection

Arthur Daniel Costea, Sergiu Nedevschi

[ pdf]

[ bibtex]

G-CNN: An Iterative Grid Based Object Detector

Mahyar Najibi, Mohammad Rastegari, Larry S. Davis

[ pdf]

[ bibtex]

Recurrent Face Aging

Wei Wang, Zhen Cui, Yan Yan, Jiashi Feng, Shuicheng Yan, Xiangbo Shu, Nicu Sebe

[ pdf]

[ bibtex]

Face2Face: Real-Time Face Capture and Reenactment of RGB Videos

Justus Thies, Michael Zollhofer, Marc Stamminger, Christian Theobalt, Matthias Niessner

[ pdf]

[ bibtex]

Self-Adaptive Matrix Completion for Heart Rate Estimation From Face Videos Under Realistic Conditions

Sergey Tulyakov, Xavier Alameda-Pineda, Elisa Ricci, Lijun Yin, Jeffrey F. Cohn, Nicu Sebe

[ pdf]

[ bibtex]

Visually Indicated Sounds

Andrew Owens, Phillip Isola, Josh McDermott, Antonio Torralba, Edward H. Adelson, William T. Freeman

[ pdf]

[ bibtex]

Image Style Transfer Using Convolutional Neural Networks

Leon A. Gatys, Alexander S. Ecker, Matthias Bethge

[ pdf]

[ bibtex]

Patch-Based Convolutional Neural Network for Whole Slide Tissue Image Classification

Le Hou, Dimitris Samaras, Tahsin M. Kurc, Yi Gao, James E. Davis, Joel H. Saltz

[ pdf]

[ bibtex]

Hedgehog Shape Priors for Multi-Object Segmentation

Hossam Isack, Olga Veksler, Milan Sonka, Yuri Boykov

[ pdf]

[ bibtex]

Latent Variable Graphical Model Selection Using Harmonic Analysis: Applications to the Human Connectome Project (HCP)

Won Hwa Kim, Hyunwoo J. Kim, Nagesh Adluru, Vikas Singh

[ pdf]

[ bibtex]

Simultaneous Estimation of Near IR BRDF and Fine-Scale Surface Geometry

Gyeongmin Choe, Srinivasa G. Narasimhan, In So Kweon

[ pdf]

[ bibtex]

Do It Yourself Hyperspectral Imaging With Everyday Digital Cameras

Seoung Wug Oh, Michael S. Brown, Marc Pollefeys, Seon Joo Kim

[ pdf]

[ bibtex]

Automatic Content-Aware Color and Tone Stylization

Joon-Young Lee, Kalyan Sunkavalli, Zhe Lin, Xiaohui Shen, In So Kweon

[ pdf]

[ bibtex]

Combining Markov Random Fields and Convolutional Neural Networks for Image Synthesis

Chuan Li, Michael Wand

[ pdf]

[ bibtex]

DCAN: Deep Contour-Aware Networks for Accurate Gland Segmentation

Hao Chen, Xiaojuan Qi, Lequan Yu, Pheng-Ann Heng

[ pdf]

[ bibtex]

Learning to Read Chest X-Rays: Recurrent Neural Cascade Model for Automated Image Annotation

Hoo-Chang Shin, Kirk Roberts, Le Lu, Dina Demner-Fushman, Jianhua Yao, Ronald M. Summers

[ pdf]

[ bibtex]

Conformal Surface Alignment With Optimal Mobius Search

Huu Le, Tat-Jun Chin, David Suter

[ pdf]

[ bibtex]

Coupled Harmonic Bases for Longitudinal Characterization of Brain Networks

Seong Jae Hwang, Nagesh Adluru, Maxwell D. Collins, Sathya N. Ravi, Barbara B. Bendlin, Sterling C. Johnson, Vikas Singh

[ pdf]

[ bibtex]

Automating Carotid Intima-Media Thickness Video Interpretation With Convolutional Neural Networks

Jae Shin, Nima Tajbakhsh, R. Todd Hurst, Christopher B. Kendall, Jianming Liang

[ pdf]

[ bibtex]

Context Encoders: Feature Learning by Inpainting

Deepak Pathak, Philipp Krahenbuhl, Jeff Donahue, Trevor Darrell, Alexei A. Efros

[ pdf]

[ bibtex]

Comparative Deep Learning of Hybrid Representations for Image Recommendations

Chenyi Lei, Dong Liu, Weiping Li, Zheng-Jun Zha, Houqiang Li

[ pdf]

[ bibtex]

Fast ConvNets Using Group-Wise Brain Damage

Vadim Lebedev, Victor Lempitsky

[ pdf]

[ bibtex]

Learning to Co-Generate Object Proposals With a Deep Structured Network

Zeeshan Hayder, Xuming He, Mathieu Salzmann

[ pdf]

[ bibtex]

DeepFool: A Simple and Accurate Method to Fool Deep Neural Networks

Seyed-Mohsen Moosavi-Dezfooli, Alhussein Fawzi, Pascal Frossard

[ pdf]

[ bibtex]

Blockout: Dynamic Model Selection for Hierarchical Deep Networks

Calvin Murdock, Zhen Li, Howard Zhou, Tom Duerig

[ pdf]

[ bibtex]

FireCaffe: Near-Linear Acceleration of Deep Neural Network Training on Compute Clusters

Forrest N. Iandola, Matthew W. Moskewicz, Khalid Ashraf, Kurt Keutzer

[ pdf]

[ bibtex]

MDL-CW: A Multimodal Deep Learning Framework With Cross Weights

Sarah Rastegar, Mahdieh Soleymani, Hamid R. Rabiee, Seyed Mohsen Shojaee

[ pdf]

[ bibtex]

Structured Receptive Fields in CNNs

Jorn-Henrik Jacobsen, Jan van Gemert, Zhongyu Lou, Arnold W. M. Smeulders

[ pdf]

[ bibtex]

First Person Action Recognition Using Deep Learned Descriptors

Suriya Singh, Chetan Arora, C. V. Jawahar

[ pdf]

[ bibtex]

Recognizing Micro-Actions and Reactions From Paired Egocentric Videos

Ryo Yonetani, Kris M. Kitani, Yoichi Sato

[ pdf]

[ bibtex]

Mining 3D Key-Pose-Motifs for Action Recognition

Chunyu Wang, Yizhou Wang, Alan L. Yuille

[ pdf]

[ bibtex]

Predicting the Where and What of Actors and Actions Through Online Action Localization

Khurram Soomro, Haroon Idrees, Mubarak Shah

[ pdf]

[ bibtex]

Actions ~ Transformations

Xiaolong Wang, Ali Farhadi, Abhinav Gupta

[ pdf]

[ bibtex]

Visual Path Prediction in Complex Scenes With Crowded Moving Objects

YoungJoon Yoo, Kimin Yun, Sangdoo Yun, JongHee Hong, Hawook Jeong, Jin Young Choi

[ pdf]

[ bibtex]

End-To-End Learning of Action Detection From Frame Glimpses in Videos

Serena Yeung, Olga Russakovsky, Greg Mori, Li Fei-Fei

[ pdf]

[ bibtex]

Action Recognition in Video Using Sparse Coding and Relative Features

Anali Alfaro, Domingo Mery, Alvaro Soto

[ pdf]

[ bibtex]

Improving Human Action Recognition by Non-Action Classification

Yang Wang, Minh Hoai

[ pdf]

[ bibtex]

Actionness Estimation Using Hybrid Fully Convolutional Networks

Limin Wang, Yu Qiao, Xiaoou Tang, Luc Van Gool

[ pdf]

[ bibtex]

Real-Time Action Recognition With Enhanced Motion Vector CNNs

Bowen Zhang, Limin Wang, Zhe Wang, Yu Qiao, Hanli Wang

[ pdf]

[ bibtex]

Laplacian Patch-Based Image Synthesis

Joo Ho Lee, Inchang Choi, Min H. Kim

[ pdf]

[ bibtex]

Rain Streak Removal Using Layer Priors

Yu Li, Robby T. Tan, Xiaojie Guo, Jiangbo Lu, Michael S. Brown

[ pdf]

[ bibtex]

Gradient-Domain Image Reconstruction Framework With Intensity-Range and Base-Structure Constraints

Takashi Shibata, Masayuki Tanaka, Masatoshi Okutomi

[ pdf]

[ bibtex]

Removing Clouds and Recovering Ground Observations in Satellite Image Sequences via Temporally Contiguous Robust Matrix Completion

Jialei Wang, Peder A. Olsen, Andrew R. Conn, Aurelie C. Lozano

[ pdf]

[ bibtex]

D3: Deep Dual-Domain Based Fast Restoration of JPEG-Compressed Images

Zhangyang Wang, Ding Liu, Shiyu Chang, Qing Ling, Yingzhen Yang, Thomas S. Huang

[ pdf]

[ bibtex]

From Bows to Arrows: Rolling Shutter Rectification of Urban Scenes

Vijay Rengarajan, Ambasamudram N. Rajagopalan, Rangarajan Aravind

[ pdf]

[ bibtex]

A Weighted Variational Model for Simultaneous Reflectance and Illumination Estimation

Xueyang Fu, Delu Zeng, Yue Huang, Xiao-Ping Zhang, Xinghao Ding

[ pdf]

[ bibtex]

Visualizing and Understanding Deep Texture Representations

Tsung-Yu Lin, Subhransu Maji

[ pdf]

[ bibtex]

Robust Kernel Estimation With Outliers Handling for Image Deblurring

Jinshan Pan, Zhouchen Lin, Zhixun Su, Ming-Hsuan Yang

[ pdf]

[ bibtex]

Online Collaborative Learning for Open-Vocabulary Visual Classifiers

Hanwang Zhang, Xindi Shang, Wenzhuo Yang, Huan Xu, Huanbo Luan, Tat-Seng Chua

[ pdf]

[ bibtex]

Rethinking the Inception Architecture for Computer Vision

Christian Szegedy, Vincent Vanhoucke, Sergey Ioffe, Jon Shlens, Zbigniew Wojna

[ pdf]

[ bibtex]

Cross Modal Distillation for Supervision Transfer

Saurabh Gupta, Judy Hoffman, Jitendra Malik

[ pdf]

[ bibtex]

Efficient Point Process Inference for Large-Scale Object Detection

Trung T. Pham, Seyed Hamid Rezatofighi, Ian Reid, Tat-Jun Chin

[ pdf]

[ bibtex]

Weakly Supervised Deep Detection Networks

Hakan Bilen, Andrea Vedaldi

[ pdf]

[ bibtex]

BORDER: An Oriented Rectangles Approach to Texture-Less Object Recognition

Jacob Chan, Jimmy Addison Lee, Qian Kemao

[ pdf]

[ bibtex]

Active Image Segmentation Propagation

Suyog Dutt Jain, Kristen Grauman

[ pdf]

[ bibtex]

Inside-Outside Net: Detecting Objects in Context With Skip Pooling and Recurrent Neural Networks

Sean Bell, C. Lawrence Zitnick, Kavita Bala, Ross Girshick

[ pdf]

[ bibtex]

RIFD-CNN: Rotation-Invariant and Fisher Discriminative Convolutional Neural Networks for Object Detection

Gong Cheng, Peicheng Zhou, Junwei Han

[ pdf]

[ bibtex]

Reinforcement Learning for Visual Object Detection

Stefan Mathe, Aleksis Pirinen, Cristian Sminchisescu

[ pdf]

[ bibtex]

Detecting Repeating Objects Using Patch Correlation Analysis

Inbar Huberman, Raanan Fattal

[ pdf]

[ bibtex]

Analyzing Classifiers: Fisher Vectors and Deep Neural Networks

Sebastian Lapuschkin, Alexander Binder, Gregoire Montavon, Klaus-Robert Muller, Wojciech Samek

[ pdf]

[ bibtex]

Learning Deep Features for Discriminative Localization

Bolei Zhou, Aditya Khosla, Agata Lapedriza, Aude Oliva, Antonio Torralba

[ pdf]

[ bibtex]

Seeing Through the Human Reporting Bias: Visual Classifiers From Noisy Human-Centric Labels

Ishan Misra, C. Lawrence Zitnick, Margaret Mitchell, Ross Girshick

[ pdf]

[ bibtex]

Learning Aligned Cross-Modal Representations From Weakly Aligned Data

Lluis Castrejon, Yusuf Aytar, Carl Vondrick, Hamed Pirsiavash, Antonio Torralba

[ pdf]

[ bibtex]

A Probabilistic Collaborative Representation Based Approach for Pattern Classification

Sijia Cai, Lei Zhang, Wangmeng Zuo, Xiangchu Feng

[ pdf]

[ bibtex]

Learning Structured Inference Neural Networks With Label Relations

Hexiang Hu, Guang-Tong Zhou, Zhiwei Deng, Zicheng Liao, Greg Mori

[ pdf]

[ bibtex]

Discriminative Multi-Modal Feature Fusion for RGBD Indoor Scene Recognition

Hongyuan Zhu, Jean-Baptiste Weibel, Shijian Lu

[ pdf]

[ bibtex]

Conditional Graphical Lasso for Multi-Label Image Classification

Qiang Li, Maoying Qiao, Wei Bian, Dacheng Tao

[ pdf]

[ bibtex]

Region Ranking SVM for Image Classification

Zijun Wei, Minh Hoai

[ pdf]

[ bibtex]

Predicting Motivations of Actions by Leveraging Text

Carl Vondrick, Deniz Oktay, Hamed Pirsiavash, Antonio Torralba

[ pdf]

[ bibtex]

BoxCars: 3D Boxes as CNN Input for Improved Fine-Grained Vehicle Recognition

Jakub Sochor, Adam Herout, Jiri Havel

[ pdf]

[ bibtex]

Highway Vehicle Counting in Compressed Domain

Xu Liu, Zilei Wang, Jiashi Feng, Hongsheng Xi

[ pdf]

[ bibtex]

Camera Calibration From Periodic Motion of a Pedestrian

Shiyao Huang, Xianghua Ying, Jiangpeng Rong, Zeyu Shang, Hongbin Zha

[ pdf]

[ bibtex]

Dynamic Image Networks for Action Recognition

Hakan Bilen, Basura Fernando, Efstratios Gavves, Andrea Vedaldi, Stephen Gould

[ pdf]

[ bibtex]

Detecting Events and Key Actors in Multi-Person Videos

Vignesh Ramanathan, Jonathan Huang, Sami Abu-El-Haija, Alexander Gorban, Kevin Murphy, Li Fei-Fei

[ pdf]

[ bibtex]

Regularizing Long Short Term Memory With 3D Human-Skeleton Sequences for Action Recognition

Behrooz Mahasseni, Sinisa Todorovic

[ pdf]

[ bibtex]

Personalizing Human Video Pose Estimation

James Charles, Tomas Pfister, Derek Magee, David Hogg, Andrew Zisserman

[ pdf]

[ bibtex]

End-To-End Learning of Deformable Mixture of Parts and Deep Convolutional Neural Networks for Human Pose Estimation

Wei Yang, Wanli Ouyang, Hongsheng Li, Xiaogang Wang

[ pdf]

[ bibtex]

Actor-Action Semantic Segmentation With Grouping Process Models

Chenliang Xu, Jason J. Corso

[ pdf]

[ bibtex]

Temporal Action Localization With Pyramid of Score Distribution Features

Jun Yuan, Bingbing Ni, Xiaokang Yang, Ashraf A. Kassim

[ pdf]

[ bibtex]

Recognizing Activities of Daily Living With a Wrist-Mounted Camera

Katsunori Ohnishi, Atsushi Kanehira, Asako Kanezaki, Tatsuya Harada

[ pdf]

[ bibtex]

Harnessing Object and Scene Semantics for Large-Scale Video Understanding

Zuxuan Wu, Yanwei Fu, Yu-Gang Jiang, Leonid Sigal

[ pdf]

[ bibtex]

Video-Story Composition via Plot Analysis

Jinsoo Choi, Tae-Hyun Oh, In So Kweon

[ pdf]

[ bibtex]

Temporal Action Detection Using a Statistical Language Model

Alexander Richard, Juergen Gall

[ pdf]

[ bibtex]

Multi-Scale Patch Aggregation (MPA) for Simultaneous Detection and Segmentation

Shu Liu, Xiaojuan Qi, Jianping Shi, Hong Zhang, Jiaya Jia

[ pdf]

[ bibtex]

Instance-Aware Semantic Segmentation via Multi-Task Network Cascades

Jifeng Dai, Kaiming He, Jian Sun

[ pdf]

[ bibtex]

ScribbleSup: Scribble-Supervised Convolutional Networks for Semantic Segmentation

Di Lin, Jifeng Dai, Jiaya Jia, Kaiming He, Jian Sun

[ pdf]

[ bibtex]

Feature Space Optimization for Semantic Video Segmentation

Abhijit Kundu, Vibhav Vineet, Vladlen Koltun

[ pdf]

[ bibtex]

Large-Scale Semantic 3D Reconstruction: An Adaptive Multi-Resolution Model for Multi-Class Volumetric Labeling

Maros Blaha, Christoph Vogel, Audrey Richard, Jan D. Wegner, Thomas Pock, Konrad Schindler

[ pdf]

[ bibtex]

Semantic Object Parsing With Local-Global Long Short-Term Memory

Xiaodan Liang, Xiaohui Shen, Donglai Xiang, Jiashi Feng, Liang Lin, Shuicheng Yan

[ pdf]

[ bibtex]

Efficient Piecewise Training of Deep Structured Models for Semantic Segmentation

Guosheng Lin, Chunhua Shen, Anton van den Hengel, Ian Reid

[ pdf]

[ bibtex]

Learning Transferrable Knowledge for Semantic Segmentation With Deep Convolutional Neural Network

Seunghoon Hong, Junhyuk Oh, Honglak Lee, Bohyung Han

[ pdf]

[ bibtex]

The Cityscapes Dataset for Semantic Urban Scene Understanding

Marius Cordts, Mohamed Omran, Sebastian Ramos, Timo Rehfeld, Markus Enzweiler, Rodrigo Benenson, Uwe Franke, Stefan Roth, Bernt Schiele

[ pdf]

[ bibtex]

Gaussian Conditional Random Field Network for Semantic Segmentation

Raviteja Vemulapalli, Oncel Tuzel, Ming-Yu Liu, Rama Chellapa

[ pdf]

[ bibtex]

The SYNTHIA Dataset: A Large Collection of Synthetic Images for Semantic Segmentation of Urban Scenes

German Ros, Laura Sellart, Joanna Materzynska, David Vazquez, Antonio M. Lopez

[ pdf]

[ bibtex]

Progressive Prioritized Multi-View Stereo

Alex Locher, Michal Perdoch, Luc Van Gool

[ pdf]

[ bibtex]

WarpNet: Weakly Supervised Matching for Single-View Reconstruction

Angjoo Kanazawa, David W. Jacobs, Manmohan Chandraker

[ pdf]

[ bibtex]

What Sparse Light Field Coding Reveals About Scene Structure

Ole Johannsen, Antonin Sulc, Bastian Goldluecke

[ pdf]

[ bibtex]

Online Reconstruction of Indoor Scenes From RGB-D Streams

Hao Wang, Jun Wang, Wang Liang

[ pdf]

[ bibtex]

Patches, Planes and Probabilities: A Non-Local Prior for Volumetric 3D Reconstruction

Ali Osman Ulusoy, Michael J. Black, Andreas Geiger

[ pdf]

[ bibtex]

Single Image Camera Calibration With Lenticular Arrays for Augmented Reality

Ian Schillebeeckx, Robert Pless

[ pdf]

[ bibtex]

Augmented Blendshapes for Real-Time Simultaneous 3D Head Modeling and Facial Motion Capture

Diego Thomas, Rin-ichiro Taniguchi

[ pdf]

[ bibtex]

Learned Binary Spectral Shape Descriptor for 3D Shape Correspondence

Jin Xie, Meng Wang, Yi Fang

[ pdf]

[ bibtex]

Multiple Model Fitting as a Set Coverage Problem

Luca Magri, Andrea Fusiello

[ pdf]

[ bibtex]

Piecewise-Planar 3D Approximation From Wide-Baseline Stereo

Cedric Verleysen, Christophe De Vleeschouwer

[ pdf]

[ bibtex]

Sparse to Dense 3D Reconstruction From Rolling Shutter Images

Olivier Saurer, Marc Pollefeys, Gim Hee Lee

[ pdf]

[ bibtex]

Consistency of Silhouettes and Their Duals

Matthew Trager, Martial Hebert, Jean Ponce

[ pdf]

[ bibtex]

Rolling Shutter Absolute Pose Problem With Known Vertical Direction

Cenek Albl, Zuzana Kukelova, Tomas Pajdla

[ pdf]

[ bibtex]

Uncertainty-Driven 6D Pose Estimation of Objects and Scenes From a Single RGB Image

Eric Brachmann, Frank Michel, Alexander Krull, Michael Ying Yang, Stefan Gumhold, carsten Rother

[ pdf]

[ bibtex]

Multicamera Calibration From Visible and Mirrored Epipoles

Andrey Bushnevskiy, Lorenzo Sorgi, Bodo Rosenhahn

[ pdf]

[ bibtex]

Joint Unsupervised Deformable Spatio-Temporal Alignment of Sequences

Lazaros Zafeiriou, Epameinondas Antonakos, Stefanos Zafeiriou, Maja Pantic

[ pdf]

[ bibtex]

Deep Region and Multi-Label Learning for Facial Action Unit Detection

Kaili Zhao, Wen-Sheng Chu, Honggang Zhang

[ pdf]

[ bibtex]

Constrained Joint Cascade Regression Framework for Simultaneous Facial Action Unit Recognition and Facial Landmark Detection

Yue Wu, Qiang Ji

[ pdf]

[ bibtex]

Unconstrained Face Alignment via Cascaded Compositional Learning

Shizhan Zhu, Cheng Li, Chen-Change Loy, Xiaoou Tang

[ pdf]

[ bibtex]

Automated 3D Face Reconstruction From Multiple Images Using Quality Measures

Marcel Piotraschke, Volker Blanz

[ pdf]

[ bibtex]

Occlusion-Free Face Alignment: Deep Regression Networks Coupled With De-Corrupt AutoEncoders

Jie Zhang, Meina Kan, Shiguang Shan, Xilin Chen

[ pdf]

[ bibtex]

Multimodal Spontaneous Emotion Corpus for Human Behavior Analysis

Zheng Zhang, Jeff M. Girard, Yue Wu, Xing Zhang, Peng Liu, Umur Ciftci, Shaun Canavan, Michael Reale, Andy Horowitz, Huiyuan Yang, Jeffrey F. Cohn, Qiang Ji, Lijun Yin

[ pdf]

[ bibtex]

Learning Reconstruction-Based Remote Gaze Estimation

Pei Yu, Jiahuan Zhou, Ying Wu

[ pdf]

[ bibtex]

Joint Training of Cascaded CNN for Face Detection

Hongwei Qin, Junjie Yan, Xiu Li, Xiaolin Hu

[ pdf]

[ bibtex]

Facial Expression Intensity Estimation Using Ordinal Information

Rui Zhao, Quan Gan, Shangfei Wang, Qiang Ji

[ pdf]

[ bibtex]

Proposal Flow

Bumsub Ham, Minsu Cho, Cordelia Schmid, Jean Ponce

[ pdf]

[ bibtex]

ProNet: Learning to Propose Object-Specific Boxes for Cascaded Neural Networks

Chen Sun, Manohar Paluri, Ronan Collobert, Ram Nevatia, Lubomir Bourdev

[ pdf]

[ bibtex]

Seeing Behind the Camera: Identifying the Authorship of a Photograph

Christopher Thomas, Adriana Kovashka

[ pdf]

[ bibtex]

Material Classification Using Raw Time-Of-Flight Measurements

Shuochen Su, Felix Heide, Robin Swanson, Jonathan Klein, Clara Callenberg, Matthias Hullin, Wolfgang Heidrich

[ pdf]

[ bibtex]

Weakly Supervised Object Localization With Progressive Domain Adaptation

Dong Li, Jia-Bin Huang, Yali Li, Shengjin Wang, Ming-Hsuan Yang

[ pdf]

[ bibtex]

Newtonian Scene Understanding: Unfolding the Dynamics of Objects in Static Images

Roozbeh Mottaghi, Hessam Bagherinezhad, Mohammad Rastegari, Ali Farhadi

[ pdf]

[ bibtex]

Identifying Good Training Data for Self-Supervised Free Space Estimation

Ali Harakeh, Daniel Asmar, Elie Shammas

[ pdf]

[ bibtex]

Learning to Match Aerial Images With Deep Attentive Architectures

Hani Altwaijry, Eduard Trulls, James Hays, Pascal Fua, Serge Belongie

[ pdf]

[ bibtex]

Track and Transfer: Watching Videos to Simulate Strong Human Supervision for Weakly-Supervised Object Detection

Krishna Kumar Singh, Fanyi Xiao, Yong Jae Lee

[ pdf]

[ bibtex]

DeepCAMP: Deep Convolutional Action & Attribute Mid-Level Patterns

Ali Diba, Ali Mohammad Pazandeh, Hamed Pirsiavash, Luc Van Gool

[ pdf]

[ bibtex]

Canny Text Detector: Fast and Robust Scene Text Localization Algorithm

Hojin Cho, Myungchul Sung, Bongjin Jun

[ pdf]

[ bibtex]

Temporal Multimodal Learning in Audiovisual Speech Recognition

Di Hu, Xuelong Li, Xiaoqiang lu

[ pdf]

[ bibtex]

Recovering 6D Object Pose and Predicting Next-Best-View in the Crowd

Andreas Doumanoglou, Rigas Kouskouridas, Sotiris Malassiotis, Tae-Kyun Kim

[ pdf]

[ bibtex]

Robust 3D Hand Pose Estimation in Single Depth Images: From Single-View CNN to Multi-View CNNs

Liuhao Ge, Hui Liang, Junsong Yuan, Daniel Thalmann

[ pdf]

[ bibtex]

Semantic Segmentation With Boundary Neural Fields

Gedas Bertasius, Jianbo Shi, Lorenzo Torresani

[ pdf]

[ bibtex]

HD Maps: Fine-Grained Road Segmentation by Parsing Ground and Aerial Images

Gellert Mattyus, Shenlong Wang, Sanja Fidler, Raquel Urtasun

[ pdf]

[ bibtex]

DAG-Recurrent Neural Networks For Scene Labeling

Bing Shuai, Zhen Zuo, Bing Wang, Gang Wang

[ pdf]

[ bibtex]

Saliency Guided Dictionary Learning for Weakly-Supervised Image Parsing

Baisheng Lai, Xiaojin Gong

[ pdf]

[ bibtex]

Attention to Scale: Scale-Aware Semantic Image Segmentation

Liang-Chieh Chen, Yi Yang, Jiang Wang, Wei Xu, Alan L. Yuille

[ pdf]

[ bibtex]

Scene Labeling Using Sparse Precision Matrix

Nasim Souly, Mubarak Shah

[ pdf]

[ bibtex]

Iterative Instance Segmentation

Ke Li, Bharath Hariharan, Jitendra Malik

[ pdf]

[ bibtex]

Recurrent Attentional Networks for Saliency Detection

Jason Kuen, Zhenhua Wang, Gang Wang

[ pdf]

[ bibtex]

Instance-Level Video Segmentation From Object Tracks

Guillaume Seguin, Piotr Bojanowski, Remi Lajugie, Ivan Laptev

[ pdf]

[ bibtex]

Semantic Instance Annotation of Street Scenes by 3D to 2D Label Transfer

Jun Xie, Martin Kiefel, Ming-Ting Sun, Andreas Geiger

[ pdf]

[ bibtex]

Amplitude Modulated Video Camera - Light Separation in Dynamic Scenes

Amir Kolaman, Maxim Lvov, Rami Hagege, Hugo Guterman

[ pdf]

[ bibtex]

A Benchmark Dataset and Evaluation for Non-Lambertian and Uncalibrated Photometric Stereo

Boxin Shi, Zhe Wu, Zhipeng Mo, Dinglong Duan, Sai-Kit Yeung, Ping Tan

[ pdf]

[ bibtex]

Depth From Semi-Calibrated Stereo and Defocus

Ting-Chun Wang, Manohar Srikanth, Ravi Ramamoorthi

[ pdf]

[ bibtex]

Exploiting Spectral-Spatial Correlation for Coded Hyperspectral Image Restoration

Ying Fu, Yinqiang Zheng, Imari Sato, Yoichi Sato

[ pdf]

[ bibtex]

Variable Aperture Light Field Photography: Overcoming the Diffraction-Limited Spatio-Angular Resolution Tradeoff

Julie Chang, Isaac Kauvar, Xuemei Hu, Gordon Wetzstein

[ pdf]

[ bibtex]

Convolutional Networks for Shape From Light Field

Stefan Heber, Thomas Pock

[ pdf]

[ bibtex]

Panoramic Stereo Videos With a Single Camera

Rajat Aggarwal, Amrisha Vohra, Anoop M. Namboodiri

[ pdf]

[ bibtex]

The Next Best Underwater View

Mark Sheinin, Yoav Y. Schechner

[ pdf]

[ bibtex]

Reconstructing Shapes and Appearances of Thin Film Objects Using RGB Images

Yoshie Kobayashi, Tetsuro Morimoto, Imari Sato, Yasuhiro Mukaigawa, Takao Tomono, Katsushi Ikeuchi

[ pdf]

[ bibtex]

Noisy Label Recovery for Shadow Detection in Unfamiliar Domains

Tomas F. Yago Vicente, Minh Hoai, Dimitris Samaras

[ pdf]

[ bibtex]

Deep Hand: How to Train a CNN on 1 Million Hand Images When Your Data Is Continuous and Weakly Labelled

Oscar Koller, Hermann Ney, Richard Bowden

[ pdf]

[ bibtex]

Recognizing Car Fluents From Video

Bo Li, Tianfu Wu, Caiming Xiong, Song-Chun Zhu

[ pdf]

[ bibtex]

Pairwise Decomposition of Image Sequences for Active Multi-View Recognition

Edward Johns, Stefan Leutenegger, Andrew J. Davison

[ pdf]

[ bibtex]

Inferring Forces and Learning Human Utilities From Videos

Yixin Zhu, Chenfanfu Jiang, Yibiao Zhao, Demetri Terzopoulos, Song-Chun Zhu

[ pdf]

[ bibtex]

Force From Motion: Decoding Physical Sensation in a First Person Video

Hyun Soo Park, jyh-Jing Hwang, Jianbo Shi

[ pdf]

[ bibtex]

Robust Multi-Body Feature Tracker: A Segmentation-Free Approach

Pan Ji, Hongdong Li, Mathieu Salzmann, Yiran Zhong

[ pdf]

[ bibtex]

Slow and Steady Feature Analysis: Higher Order Temporal Coherence in Video

Dinesh Jayaraman, Kristen Grauman

[ pdf]

[ bibtex]

Volumetric 3D Tracking by Detection

Chun-Hao Huang, Benjamin Allain, Jean-Sebastien Franco, Nassir Navab, Slobodan Ilic, Edmond Boyer

[ pdf]

[ bibtex]

The Solution Path Algorithm for Identity-Aware Multi-Object Tracking

Shoou-I Yu, Deyu Meng, Wangmeng Zuo, Alexander Hauptmann

[ pdf]

[ bibtex]

In Defense of Sparse Tracking: Circulant Sparse Tracker

Tianzhu Zhang, Adel Bibi, Bernard Ghanem

[ pdf]

[ bibtex]

Optical Flow With Semantic Segmentation and Localized Layers

Laura Sevilla-Lara, Deqing Sun, Varun Jampani, Michael J. Black

[ pdf]

[ bibtex]

Video Segmentation via Object Flow

Yi-Hsuan Tsai, Ming-Hsuan Yang, Michael J. Black

[ pdf]

[ bibtex]

Closed-Form Training of Mahalanobis Distance for Supervised Clustering

Marc T. Law, YaoLiang Yu, Matthieu Cord, Eric P. Xing

[ pdf]

[ bibtex]

Scalable Sparse Subspace Clustering by Orthogonal Matching Pursuit

Chong You, Daniel Robinson, Rene Vidal

[ pdf]

[ bibtex]

Oracle Based Active Set Algorithm for Scalable Elastic Net Subspace Clustering

Chong You, Chun-Guang Li, Daniel P. Robinson, Rene Vidal

[ pdf]

[ bibtex]

Sparse Coding and Dictionary Learning With Linear Dynamical Systems

Wenbing Huang, Fuchun Sun, Lele Cao, Deli Zhao, Huaping Liu, Mehrtash Harandi

[ pdf]

[ bibtex]

Sublabel-Accurate Relaxation of Nonconvex Energies

Thomas Mollenhoff, Emanuel Laude, Michael Moeller, Jan Lellmann, Daniel Cremers

[ pdf]

[ bibtex]

The Multiverse Loss for Robust Transfer Learning

Etai Littwin, Lior Wolf

[ pdf]

[ bibtex]

Learning From the Mistakes of Others: Matching Errors in Cross-Dataset Learning

Viktoriia Sharmanska, Novi Quadrianto

[ pdf]

[ bibtex]

An Efficient Exact-PGA Algorithm for Constant Curvature Manifolds

Rudrasis Chakraborty, Dohyung Seo, Baba C. Vemuri

[ pdf]

[ bibtex]

Online Learning With Bayesian Classification Trees

Samuel Rota Bulo, Peter Kontschieder

[ pdf]

[ bibtex]

Cross-Stitch Networks for Multi-Task Learning

Ishan Misra, Abhinav Shrivastava, Abhinav Gupta, Martial Hebert

[ pdf]

[ bibtex]

Deep Metric Learning via Lifted Structured Feature Embedding

Hyun Oh Song, Yu Xiang, Stefanie Jegelka, Silvio Savarese

[ pdf]

[ bibtex]

Fast Algorithms for Convolutional Neural Networks

Andrew Lavin, Scott Gray

[ pdf]

[ bibtex]

Coordinating Multiple Disparity Proposals for Stereo Computation

Ang Li, Dapeng Chen, Yuanliu Liu, Zejian Yuan

[ pdf]

[ bibtex]

Joint Multiview Segmentation and Localization of RGB-D Images Using Depth-Induced Silhouette Consistency

Chi Zhang, Zhiwei Li, Rui Cai, Hongyang Chao, Yong Rui

[ pdf]

[ bibtex]

A Large Dataset to Train Convolutional Networks for Disparity, Optical Flow, and Scene Flow Estimation

Nikolaus Mayer, Eddy Ilg, Philip Hausser, Philipp Fischer, Daniel Cremers, Alexey Dosovitskiy, Thomas Brox

[ pdf]

[ bibtex]

6D Dynamic Camera Relocalization From Single Reference Image

Wei Feng, Fei-Peng Tian, Qian Zhang, Jizhou Sun

[ pdf]

[ bibtex]

Dense Monocular Depth Estimation in Complex Dynamic Scenes

Rene Ranftl, Vibhav Vineet, Qifeng Chen, Vladlen Koltun

[ pdf]

[ bibtex]

Using Self-Contradiction to Learn Confidence Measures in Stereo Vision

Christian Mostegel, Markus Rumpler, Friedrich Fraundorfer, Horst Bischof

[ pdf]

[ bibtex]

Understanding Real World Indoor Scenes With Synthetic Data

Ankur Handa, Viorica Patraucean, Vijay Badrinarayanan, Simon Stent, Roberto Cipolla

[ pdf]

[ bibtex]

Stereo Matching With Color and Monochrome Cameras in Low-Light Conditions

Hae-Gon Jeon, Joon-Young Lee, Sunghoon Im, Hyowon Ha, In So Kweon

[ pdf]

[ bibtex]

Camera Calibration From Dynamic Silhouettes Using Motion Barcodes

Gil Ben-Artzi, Yoni Kasten, Shmuel Peleg, Michael Werman

[ pdf]

[ bibtex]

Structure-From-Motion Revisited

Johannes L. Schonberger, Jan-Michael Frahm

[ pdf]

[ bibtex]

Constructing Canonical Regions for Fast and Effective View Selection

Wencheng Wang, Tianhao Gao

[ pdf]

[ bibtex]

Prior-Less Compressible Structure From Motion

Chen Kong, Simon Lucey

[ pdf]

[ bibtex]

Rolling Shutter Camera Relative Pose: Generalized Epipolar Geometry

Yuchao Dai, Hongdong Li, Laurent Kneip

[ pdf]

[ bibtex]

Structure From Motion With Objects

Marco Crocco, Cosimo Rubino, Alessio Del Bue

[ pdf]

[ bibtex]

DeepHand: Robust Hand Pose Estimation by Completing a Matrix Imputed With Deep Features

Ayan Sinha, Chiho Choi, Karthik Ramani

[ pdf]

[ bibtex]

Multi-Oriented Text Detection With Fully Convolutional Networks

Zheng Zhang, Chengquan Zhang, Wei Shen, Cong Yao, Wenyu Liu, Xiang Bai

[ pdf]

[ bibtex]

Robust Scene Text Recognition With Automatic Rectification

Baoguang Shi, Xinggang Wang, Pengyuan Lyu, Cong Yao, Xiang Bai

[ pdf]

[ bibtex]

Mnemonic Descent Method: A Recurrent Process Applied for End-To-End Face Alignment

George Trigeorgis, Patrick Snape, Mihalis A. Nicolaou, Epameinondas Antonakos, Stefanos Zafeiriou

[ pdf]

[ bibtex]

Large-Pose Face Alignment via CNN-Based Dense 3D Model Fitting

Amin Jourabloo, Xiaoming Liu

[ pdf]

[ bibtex]

Adaptive 3D Face Reconstruction From Unconstrained Photo Collections

Joseph Roth, Yiying Tong, Xiaoming Liu

[ pdf]

[ bibtex]

Online Detection and Classification of Dynamic Hand Gestures With Recurrent 3D Convolutional Neural Network

Pavlo Molchanov, Xiaodong Yang, Shalini Gupta, Kihwan Kim, Stephen Tyree, Jan Kautz

[ pdf]

[ bibtex]

Kinematic Structure Correspondences via Hypergraph Matching

Hyung Jin Chang, Tobias Fischer, Maxime Petit, Martina Zambelli, Yiannis Demiris

[ pdf]

[ bibtex]

CP-mtML: Coupled Projection Multi-Task Metric Learning for Large Scale Face Retrieval

Binod Bhattarai, Gaurav Sharma, Frederic Jurie

[ pdf]

[ bibtex]

PatchBatch: A Batch Augmented Loss for Optical Flow

David Gadot, Lior Wolf

[ pdf]

[ bibtex]

Joint Recovery of Dense Correspondence and Cosegmentation in Two Images

Tatsunori Taniai, Sudipta N. Sinha, Yoichi Sato

[ pdf]

[ bibtex]

Multi-View People Tracking via Hierarchical Trajectory Composition

Yuanlu Xu, Xiaobai Liu, Yang Liu, Song-Chun Zhu

[ pdf]

[ bibtex]

Object Tracking via Dual Linear Structured SVM and Explicit Feature Map

Jifeng Ning, Jimei Yang, Shaojie Jiang, Lei Zhang, Ming-Hsuan Yang

[ pdf]

[ bibtex]

Robust, Real-Time 3D Tracking of Multiple Objects With Similar Appearances

Taiki Sekii

[ pdf]

[ bibtex]

An Egocentric Look at Video Photographer Identity

Yedid Hoshen, Shmuel Peleg

[ pdf]

[ bibtex]

Learning Multi-Domain Convolutional Neural Networks for Visual Tracking

Hyeonseob Nam, Bohyung Han

[ pdf]

[ bibtex]

Hedged Deep Tracking

Yuankai Qi, Shengping Zhang, Lei Qin, Hongxun Yao, Qingming Huang, Jongwoo Lim, Ming-Hsuan Yang

[ pdf]

[ bibtex]

Structural Correlation Filter for Robust Visual Tracking

Si Liu, Tianzhu Zhang, Xiaochun Cao, Changsheng Xu

[ pdf]

[ bibtex]

Visual Tracking Using Attention-Modulated Disintegration and Integration

Jongwon Choi, Hyung Jin Chang, Jiyeoup Jeong, Yiannis Demiris, Jin Young Choi

[ pdf]

[ bibtex]

A Continuous Occlusion Model for Road Scene Understanding

Vikas Dhiman, Quoc-Huy Tran, Jason J. Corso, Manmohan Chandraker

[ pdf]

[ bibtex]

Virtual Worlds as Proxy for Multi-Object Tracking Analysis

Adrien Gaidon, Qiao Wang, Yohann Cabon, Eleonora Vig

[ pdf]

[ bibtex]

Uncalibrated Photometric Stereo by Stepwise Optimization Using Principal Components of Isotropic BRDFs

Keisuke Midorikawa, Toshihiko Yamasaki, Kiyoharu Aizawa

[ pdf]

[ bibtex]

Unbiased Photometric Stereo for Colored Surfaces: A Variational Approach

Yvain Queau, Roberto Mecca, Jean-Denis Durou

[ pdf]

[ bibtex]

3D Reconstruction of Transparent Objects With Position-Normal Consistency

Yiming Qian, Minglun Gong, Yee Hong Yang

[ pdf]

[ bibtex]

Real-Time Depth Refinement for Specular Objects

Roy Or-El, Rom Hershkovitz, Aaron Wetzler, Guy Rosman, Alfred M. Bruckstein, Ron Kimmel

[ pdf]

[ bibtex]

Recovering Transparent Shape From Time-Of-Flight Distortion

Kenichiro Tanaka, Yasuhiro Mukaigawa, Hiroyuki Kubo, Yasuyuki Matsushita, Yasushi Yagi

[ pdf]

[ bibtex]

Robust Light Field Depth Estimation for Noisy Scene With Occlusion

W. Williem, In Kyu Park

[ pdf]

[ bibtex]

Rotational Crossed-Slit Light Field

Nianyi Li, Haiting Lin, Bilin Sun, Mingyuan Zhou, Jingyi Yu

[ pdf]

[ bibtex]

Single Image Object Modeling Based on BRDF and R-Surfaces Learning

Fabrizio Natola, Valsamis Ntouskos, Fiora Pirri, Marta Sanzari

[ pdf]

[ bibtex]

A Nonlinear Regression Technique for Manifold Valued Data With Applications to Medical Image Analysis

Monami Banerjee, Rudrasis Chakraborty, Edward Ofori, Michael S. Okun, David E. Viallancourt, Baba C. Vemuri

[ pdf]

[ bibtex]

RAID-G: Robust Estimation of Approximate Infinite Dimensional Gaussian With Application to Material Recognition

Qilong Wang, Peihua Li, Wangmeng Zuo, Lei Zhang

[ pdf]

[ bibtex]

An Empirical Evaluation of Current Convolutional Architectures' Ability to Manage Nuisance Location and Scale Variability

Nikolaos Karianakis, Jingming Dong, Stefano Soatto

[ pdf]

[ bibtex]

Learning Sparse High Dimensional Filters: Image Filtering, Dense CRFs and Bilateral Neural Networks

Varun Jampani, Martin Kiefel, Peter V. Gehler

[ pdf]

[ bibtex]

Mixture of Bilateral-Projection Two-Dimensional Probabilistic Principal Component Analysis

Fujiao Ju, Yanfeng Sun, Junbin Gao, Simeng Liu, Yongli Hu, Baocai Yin

[ pdf]

[ bibtex]

Rolling Rotations for Recognizing Human Actions From 3D Skeletal Data

Raviteja Vemulapalli, Rama Chellapa

[ pdf]

[ bibtex]

Improving the Robustness of Deep Neural Networks via Stability Training

Stephan Zheng, Yang Song, Thomas Leung, Ian Goodfellow

[ pdf]

[ bibtex]

Logistic Boosting Regression for Label Distribution Learning

Chao Xing, Xin Geng, Hui Xue

[ pdf]

[ bibtex]

Efficient Temporal Sequence Comparison and Classification Using Gram Matrix Embeddings on a Riemannian Manifold

Xikang Zhang, Yin Wang, Mengran Gou, Mario Sznaier, Octavia Camps

[ pdf]

[ bibtex]

Deep Reflectance Maps

Konstantinos Rematas, Tobias Ritschel, Mario Fritz, Efstratios Gavves, Tinne Tuytelaars

[ pdf]

[ bibtex]

Semantic Filtering

Qingxiong Yang

[ pdf]

[ bibtex]

UAV Sensor Fusion With Latent-Dynamic Conditional Random Fields in Coronal Plane Estimation

Amir M. Rahimi, Raphael Ruschel, B.S. Manjunath

[ pdf]

[ bibtex]

Robust Visual Place Recognition With Graph Kernels

Elena Stumm, Christopher Mei, Simon Lacroix, Juan Nieto, Marco Hutter, Roland Siegwart

[ pdf]

[ bibtex]

Semantic Image Segmentation With Task-Specific Edge Detection Using CNNs and a Discriminatively Trained Domain Transform

Liang-Chieh Chen, Jonathan T. Barron, George Papandreou, Kevin Murphy, Alan L. Yuille

[ pdf]

[ bibtex]

Natural Language Object Retrieval

Ronghang Hu, Huazhe Xu, Marcus Rohrbach, Jiashi Feng, Kate Saenko, Trevor Darrell

[ pdf]

[ bibtex]

DenseCap: Fully Convolutional Localization Networks for Dense Captioning

Justin Johnson, Andrej Karpathy, Li Fei-Fei

[ pdf]

[ bibtex]

Unsupervised Learning From Narrated Instruction Videos

Jean-Baptiste Alayrac, Piotr Bojanowski, Nishant Agrawal, Josef Sivic, Ivan Laptev, Simon Lacoste-Julien

[ pdf]

[ bibtex]

Video Paragraph Captioning Using Hierarchical Recurrent Neural Networks

Haonan Yu, Jiang Wang, Zhiheng Huang, Yi Yang, Wei Xu

[ pdf]

[ bibtex]

Jointly Modeling Embedding and Translation to Bridge Video and Language

Yingwei Pan, Tao Mei, Ting Yao, Houqiang Li, Yong Rui

[ pdf]

[ bibtex]

We Are Humor Beings: Understanding and Predicting Visual Humor

Arjun Chandrasekaran, Ashwin K. Vijayakumar, Stanislaw Antol, Mohit Bansal, Dhruv Batra, C. Lawrence Zitnick, Devi Parikh

[ pdf]

[ bibtex]

Where to Look: Focus Regions for Visual Question Answering

Kevin J. Shih, Saurabh Singh, Derek Hoiem

[ pdf]

[ bibtex]

Ask Me Anything: Free-Form Visual Question Answering Based on Knowledge From External Sources

Qi Wu, Peng Wang, Chunhua Shen, Anthony Dick, Anton van den Hengel

[ pdf]

[ bibtex]

MovieQA: Understanding Stories in Movies Through Question-Answering

Makarand Tapaswi, Yukun Zhu, Rainer Stiefelhagen, Antonio Torralba, Raquel Urtasun, Sanja Fidler

[ pdf]

[ bibtex]

TGIF: A New Dataset and Benchmark on Animated GIF Description

Yuncheng Li, Yale Song, Liangliang Cao, Joel Tetreault, Larry Goldberg, Alejandro Jaimes, Jiebo Luo

[ pdf]

[ bibtex]

Image Captioning With Semantic Attention

Quanzeng You, Hailin Jin, Zhaowen Wang, Chen Fang, Jiebo Luo

[ pdf]

[ bibtex]

Temporally Coherent 4D Reconstruction of Complex Dynamic Scenes

Armin Mustafa, Hansung Kim, Jean-Yves Guillemaut, Adrian Hilton

[ pdf]

[ bibtex]

Consensus of Non-Rigid Reconstructions

Minsik Lee, Jungchan Cho, Songhwai Oh

[ pdf]

[ bibtex]

Isometric Non-Rigid Shape-From-Motion in Linear Time

Shaifali Parashar, Daniel Pizarro, Adrien Bartoli

[ pdf]

[ bibtex]

Learning Online Smooth Predictors for Realtime Camera Planning Using Recurrent Decision Trees

Jianhui Chen, Hoang M. Le, Peter Carr, Yisong Yue, James J. Little

[ pdf]

[ bibtex]

Egocentric Future Localization

Hyun Soo Park, Jyh-Jing Hwang, Yedong Niu, Jianbo Shi

[ pdf]

[ bibtex]

Full Flow: Optical Flow Estimation By Global Optimization Over Regular Grids

Qifeng Chen, Vladlen Koltun

[ pdf]

[ bibtex]

Structured Feature Learning for Pose Estimation

Xiao Chu, Wanli Ouyang, Hongsheng Li, Xiaogang Wang

[ pdf]

[ bibtex]

Convolutional Pose Machines

Shih-En Wei, Varun Ramakrishna, Takeo Kanade, Yaser Sheikh

[ pdf]

[ bibtex]

Human Pose Estimation With Iterative Error Feedback

Joao Carreira, Pulkit Agrawal, Katerina Fragkiadaki, Jitendra Malik

[ pdf]

[ bibtex]

WELDON: Weakly Supervised Learning of Deep Convolutional Neural Networks

Thibaut Durand, Nicolas Thome, Matthieu Cord

[ pdf]

[ bibtex]

DisturbLabel: Regularizing CNN on the Loss Layer

Lingxi Xie, Jingdong Wang, Zhen Wei, Meng Wang, Qi Tian

[ pdf]

[ bibtex]

Gradual DropIn of Layers to Train Very Deep Neural Networks

Leslie N. Smith, Emily M. Hand, Timothy Doster

[ pdf]

[ bibtex]

Structure Inference Machines: Recurrent Neural Networks for Analyzing Relations in Group Activity Recognition

Zhiwei Deng, Arash Vahdat, Hexiang Hu, Greg Mori

[ pdf]

[ bibtex]

Deep SimNets

Nadav Cohen, Or Sharir, Amnon Shashua

[ pdf]

[ bibtex]

Studying Very Low Resolution Recognition Using Deep Networks

Zhangyang Wang, Shiyu Chang, Yingzhen Yang, Ding Liu, Thomas S. Huang

[ pdf]

[ bibtex]

Deep Gaussian Conditional Random Field Network: A Model-Based Deep Network for Discriminative Denoising

Raviteja Vemulapalli, Oncel Tuzel, Ming-Yu Liu

[ pdf]

[ bibtex]

Event-Specific Image Importance

Yufei Wang, Zhe Lin, Xiaohui Shen, Radomir Mech, Gavin Miller, Garrison W. Cottrell

[ pdf]

[ bibtex]

Quantized Convolutional Neural Networks for Mobile Devices

Jiaxiang Wu, Cong Leng, Yuhang Wang, Qinghao Hu, Jian Cheng

[ pdf]

[ bibtex]

Inverting Visual Representations With Convolutional Networks

Alexey Dosovitskiy, Thomas Brox

[ pdf]

[ bibtex]

Pose-Aware Face Recognition in the Wild

Iacopo Masi, Stephen Rawls, Gerard Medioni, Prem Natarajan

[ pdf]

[ bibtex]

Multi-View Deep Network for Cross-View Classification

Meina Kan, Shiguang Shan, Xilin Chen

[ pdf]

[ bibtex]

Sparsifying Neural Network Connections for Face Recognition

Yi Sun, Xiaogang Wang, Xiaoou Tang

[ pdf]

[ bibtex]

Pairwise Linear Regression Classification for Image Set Retrieval

Qingxiang Feng, Yicong Zhou, Rushi Lan

[ pdf]

[ bibtex]

The MegaFace Benchmark: 1 Million Faces for Recognition at Scale

Ira Kemelmacher-Shlizerman, Steven M. Seitz, Daniel Miller, Evan Brossard

[ pdf]

[ bibtex]

Learnt Quasi-Transitive Similarity for Retrieval From Large Collections of Faces

Ognjen Arandjelovic

[ pdf]

[ bibtex]

Latent Factor Guided Convolutional Neural Networks for Age-Invariant Face Recognition

Yandong Wen, Zhifeng Li, Yu Qiao

[ pdf]

[ bibtex]

Copula Ordinal Regression for Joint Estimation of Facial Action Unit Intensity

Robert Walecki, Ognjen Rudovic, Vladimir Pavlovic, Maja Pantic

[ pdf]

[ bibtex]

A Robust Multilinear Model Learning Framework for 3D Faces

Timo Bolkart, Stefanie Wuhrer

[ pdf]

[ bibtex]

Ordinal Regression With Multiple Output CNN for Age Estimation

Zhenxing Niu, Mo Zhou,

CVPR 2016 papers

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