【今日CV 计算机视觉论文速览】 26 Mar 2019
今日CS.CV计算机视觉论文速览
Tue, 26 Mar 2019
Totally 78 papers
?昨日速览, ✈更多精彩请移步主页
Interesting:
?SRFBN基于反馈网络的图像超分辨, 基于反馈机制和RNN序列来提升图像超分辨效果(from 四川大学)
code:https://github.com/Paper99/SRFBN_CVPR19
?DeepRED,利用去噪的正则化来处理图像逆问题，包括去噪、修复、超分辨等。可以看做是deep image prior的改进 (from Technion,，谷歌)
ref:https://arxiv.org/pdf/1806.02296.pdf
稀疏表示和变换：
http://www4.comp.polyu.edu.hk/~cslzhang/NCSR.htm
http://www.cs.tut.fi/~foi/GCF-BM3D/
相关数据:
?DenseBody, 单张照片生成人体位姿和外形。(from 云从科技)
相关数据集：Human3.6M, SURREAL and UP-3D
?MeshGAN, 非线性3D人脸形变模型，提出了直接处理三维数据的MeshGan(from 帝国理工)
相关数据集合:3dMD,4DFAB
相关方法：CoMA
相关三维卷积：Spectral graph CNNs. Bruna et al. [12] ，ChebNet. Defferrard et al. [22]，f BEGAN [6]
ref:三维运动捕捉公司：http://www.3dmd.com/
?基于R-CNN的虹膜检测系统, 将虹膜作为两个同心圆进行分割,从眼睛图像中分割出不包括瞳孔的虹膜图像(from 昆山杜克大学)
相关数据集：(i) NICE-II and (ii) MICHE (GS4, IP5 and GT2).
?ShopSign, 一个多样性的街道招牌中文文字识别数据集，包含了25362个商店门牌和196010文字行，来源于多种手机拍摄的数据，以及多种不同材质的招牌。(from 河南大学 )
code and dataset:https://github.com/chongshengzhang/shopsign
相关方法： CTPN, TextBoxes++ and EAST
相关数据集：CTW,RCTW,CVPR2018mtmi
Daily Computer Vision Papers
| 1.Title: DeepCenterline: a Multi-task Fully Convolutional Network for Centerline Extraction Authors:Zhihui Guo, Junjie Bai, Yi Lu, Xin Wang, Kunlin Cao, Qi Song, Milan Sonka, Youbing Yin |
| 2.Title: CODA: Counting Objects via Scale-aware Adversarial Density Adaption Authors:Li Wang, Yongbo Li, Xiangyang Xue |
| 3.Title: Scale-Adaptive Neural Dense Features: Learning via Hierarchical Context Aggregation Authors:Jaime Spencer, Richard Bowden, Simon Hadfield |
| 4.Title: Locomotion and gesture tracking in mice and small animals for neurosceince applications: A survey Authors:Waseem Abbas, David Masip Rodo |
| 5.Title: ShopSign: a Diverse Scene Text Dataset of Chinese Shop Signs in Street Views Authors:Chongsheng Zhang, Guowen Peng, Yuefeng Tao, Feifei Fu, Wei Jiang, George Almpanidis, Ke Chen |
| 6.Title: MeshGAN: Non-linear 3D Morphable Models of Faces Authors:Shiyang Cheng, Michael Bronstein, Yuxiang Zhou, Irene Kotsia, Maja Pantic, Stefanos Zafeiriou |
| 7.Title: Structured 2D Representation of 3D Data for Shape Processing Authors:Kripasindhu Sarkar, Elizabeth Mathews, Didier Stricker |
| 8.Title: Noise-Tolerant Paradigm for Training Face Recognition CNNs Authors:Wei Hu, Yangyu Huang, Fan Zhang, Ruirui Li |
| 9.Title: Apple Leaf Disease Identification through Region-of-Interest-Aware Deep Convolutional Neural Network Authors:Hee-Jin Yu, Chang-Hwan Son |
| 10.Title: CoSegNet: Deep Co-Segmentation of 3D Shapes with Group Consistency Loss Authors:Chenyang Zhu, Kai Xu, Siddhartha Chaudhuri, Li Yi, Leonidas Guibas, Hao Zhang |
| 11.Title: MetaPruning: Meta Learning for Automatic Neural Network Channel Pruning Authors:Zechun Liu, Haoyuan Mu, Xiangyu Zhang, Zichao Guo, Xin Yang, Tim Kwang-Ting Cheng, Jian Sun |
| 12.Title: Convolutional neural network for breathing phase detection in lung sounds Authors:Cristina Jácome, Johan Ravn, Einar Holsbø, Juan Carlos Aviles-Solis, Hasse Melbye, Lars Ailo Bongo |
| 13.Title: Learning from Adversarial Features for Few-Shot Classification Authors:Wei Shen, Ziqiang Shi, Jun Sun |
| 14.Title: Manifold Criterion Guided Transfer Learning via Intermediate Domain Generation Authors:Lei Zhang, Shanshan Wang, Guang-Bin Huang, Wangmeng Zuo, Jian Yang, David Zhang |
| 15.Title: Physics-based Neural Networks for Shape from Polarization Authors:Yunhao Ba, Rui Chen, Yiqin Wang, Lei Yan, Boxin Shi, Achuta Kadambi |
| 16.Title: Accurate Global Trajectory Alignment using Poles and Road Markings Authors:Haohao Hu, Marc Sons, Christoph Stiller |
| 17.Title: Dual Variational Generation for Low-Shot Heterogeneous Face Recognition Authors:Chaoyou Fu, Xiang Wu, Yibo Hu, Huaibo Huang, Ran He |
| 18.Title: DeepRED: Deep Image Prior Powered by RED Authors:Gary Mataev, Michael Elad, Peyman Milanfar |
| 19.Title: A Novel Method for the Absolute Pose Problem with Pairwise Constraints Authors:Yinlong Liu, Xuechen Li, Manning Wang, Guang Chen, Zhijian Song, Alois Knoll |
| 20.Title: Looking Fast and Slow: Memory-Guided Mobile Video Object Detection Authors:Mason Liu, Menglong Zhu, Marie White, Yinxiao Li, Dmitry Kalenichenko |
| 21.Title: LOGAN: Unpaired Shape Transform in Latent Overcomplete Space Authors:Kangxue Yin, Zhiqin Chen, Hui Huang, Daniel Cohen-Or, Hao Zhang |
| 22.Title: Efficient Tracking Proposals using 2D-3D Siamese Networks on LIDAR Authors:Jesus Zarzar, Silvio Giancola, Bernard Ghanem |
| 23.Title: Down-Scaling with Learned Kernels in Multi-Scale Deep Neural Networks for Non-Uniform Single Image Deblurring Authors:Dongwon Park, Jisoo Kim, Se Young Chun |
| 24.Title: DenseBody: Directly Regressing Dense 3D Human Pose and Shape From a Single Color Image Authors:Pengfei Yao, Zheng Fang, Fan Wu, Yao Feng, Jiwei Li |
| 25.Title: SAC-Net: Spatial Attenuation Context for Salient Object Detection Authors:Xiaowei Hu, Chi-Wing Fu, Lei Zhu, Pheng-Ann Heng |
| 26.Title: Depth Augmented Networks with Optimal Fine-tuning Authors:Tasfia Shermin, Manzur Murshed, Shyh Wei Teng, Guojun Lu |
| 27.Title: PI-REC: Progressive Image Reconstruction Network With Edge and Color Domain Authors:Sheng You, Ning You, Minxue Pan |
| 28.Title: Weakly-Supervised Unconstrained Action Unit Detection via Feature Disentanglement Authors:Zhiwen Shao, Jianfei Cai, Tat-Jen Cham, Xuequan Lu, Lizhuang Ma |
| 29.Title: Iris R-CNN: Accurate Iris Segmentation in Non-cooperative Environment Authors:Chunyang Feng, Yufeng Sun, Xin Li |
| 30.Title: Combining Transfer Learning And Segmentation Information with GANs for Training Data Independent Image Registration Authors:Dwarikanath Mahapatra, Zongyuan Ge |
| 31.Title: f-VAEGAN-D2: A Feature Generating Framework for Any-Shot Learning Authors:Yongqin Xian, Saurabh Sharma, Bernt Schiele, Zeynep Akata |
| 32.Title: Recurrent Back-Projection Network for Video Super-Resolution Authors:Muhammad Haris, Greg Shakhnarovich, Norimichi Ukita |
| 33.Title: Knowledge-driven Encode, Retrieve, Paraphrase for Medical Image Report Generation Authors:Christy Y. Li, Xiaodan Liang, Zhiting Hu, Eric P. Xing |
| 34.Title: Residual Non-local Attention Networks for Image Restoration Authors:Yulun Zhang, Kunpeng Li, Kai Li, Bineng Zhong, Yun Fu |
| 35.Title: Convolutional Neural Networks for Multi-class Histopathology Image Classification Authors:Muhammed Talo |
| 36.Title: Needle in a Haystack: A Framework for Seeking Small Objects in Big Datasets Authors:Joel Brogan, Aparna Bharati, Daniel Moreira, Kevin Bowyer, Patrick Flynn, Anderson Rocha, Walter Scheirer |
| 37.Title: PLMP - Point-Line Minimal Problems in Complete Multi-View Visibility Authors:Timothy Duff, Kathlén Kohn, Anton Leykin, Tomas Pajdla |
| 38.Title: Cluster Alignment with a Teacher for Unsupervised Domain Adaptation Authors:Zhijie Deng, Yucen Luo, Jun Zhu |
| 39.Title: Joint Learning of Discriminative Low-dimensional Image Representations Based on Dictionary Learning and Two-layer Orthogonal Projections Authors:Xian Wei, Hao Shen, Yuanxiang Li, Xuan Tang, Bo Jin, Lijun Zhao, Yi Lu Murphey |
| 40.Title: Periphery-Fovea Multi-Resolution Driving Model guided by Human Attention Authors:Ye Xia, Jinkyu Kim, John Canny, Karl Zipser, David Whitney |
| 41.Title: Variational Inference with Latent Space Quantization for Adversarial Resilience Authors:Vinay Kyatham, Prathosh A. P., Deepak Mishra, Tarun Kumar Yadav, Dheeraj Mundhra |
| 42.Title: KPTransfer: improved performance and faster convergence from keypoint subset-wise domain transfer in human pose estimation Authors:Kanav Vats, Helmut Neher, Alexander Wong, David A. Clausi, John Zelek |
| 43.Title: SRGAN: Training Dataset Matters Authors:Nao Takano, Gita Alaghband |
| 44.Title: Efficiently utilizing complex-valued PolSAR image data via a multi-task deep learning framework Authors:Lamei Zhang, Hongwei Dong, Bin Zou |
| 45.Title: sharpDARTS: Faster and More Accurate Differentiable Architecture Search Authors:Andrew Hundt, Varun Jain, Gregory D. Hager |
| 46.Title: Distributed Lossy Image Compression with Recurrent Networks Authors:Enmao Diao, Jie Ding, Vahid Tarokh |
| 47.Title: An End-to-end Framework For Integrated Pulmonary Nodule Detection and False Positive Reduction Authors:Hao Tang, Xingwei Liu, Xiaohui Xie |
| 48.Title: Automatic Pulmonary Lobe Segmentation Using Deep Learning Authors:Hao Tang, Chupeng Zhang, Xiaohui Xie |
| 49.Title: Automated pulmonary nodule detection using 3D deep convolutional neural networks Authors:Hao Tang, Daniel R. Kim, Xiaohui Xie |
| 50.Title: StartNet: Online Detection of Action Start in Untrimmed Videos Authors:Mingfei Gao, Mingze Xu, Larry S. Davis, Richard Socher, Caiming Xiong |
| 51.Title: Monocular 3D Object Detection with Pseudo-LiDAR Point Cloud Authors:Xinshuo Weng, Kris Kitani |
| 52.Title: Rotated Feature Network for multi-orientation object detection Authors:Zhixin Zhang, Xudong Chen, Jie Lie, Kaibo Zhou |
| 53.Title: Curve Text Detection with Local Segmentation Network and Curve Connection Authors:Zhao Zhou, Shufan Wu, Shuchen Kong, Yingbin Zheng, Hao Ye, Luhui Chen, Jian Pu |
| 54.Title: 1D-Convolutional Capsule Network for Hyperspectral Image Classification Authors:Haitao Zhang, Lingguo Meng, Xian Wei, Xiaoliang Tang, Xuan Tang, Xingping Wang, Bo Jin, Wei Yao |
| 55.Title: Color Filter Arrays for Quanta Image Sensors Authors:Omar A. Elgendy, Stanley H. Chan |
| 56.Title: Feedback Network for Image Super-Resolution Authors:Zhen Li, Jinglei Yang, Zheng Liu, Xiaomin Yang, Gwanggil Jeon, Wei Wu |
| 57.Title: Semantic denoising autoencoders for retinal optical coherence tomography Authors:Max-Heinrich Laves, Sontje Ihler, Lüder Alexander Kahrs, Tobias Ortmaier |
| 58.Title: Spatially-weighted Anomaly Detection with Regression Model Authors:Daiki Kimura, Minori Narita, Asim Munawar, Ryuki Tachibana |
| 59.Title: An End-to-End Network for Generating Social Relationship Graphs Authors:Arushi Goel, Keng Teck Ma, Cheston Tan |
| 60.Title: What Synthesis is Missing: Depth Adaptation Integrated with Weak Supervision for Indoor Scene Parsing Authors:Keng-Chi Liu, Yi-Ting Shen, Jan P. Klopp, Liang-Gee Chen |
| 61.Title: Auto-ReID: Searching for a Part-aware ConvNet for Person Re-Identification Authors:Ruijie Quan, Xuanyi Dong, Yu Wu, Linchao Zhu, Yi Yang |
| 62.Title: Fast Underwater Image Enhancement for Improved Visual Perception Authors:Md Jahidul Islam, Youya Xia, Junaed Sattar |
| 63.Title: Scene Understanding for Autonomous Manipulation with Deep Learning Authors:Anh Nguyen |
| 64.Title: Photorealistic Style Transfer via Wavelet Transforms Authors:Jaejun Yoo, Youngjung Uh, Sanghyuk Chun, Byeongkyu Kang, Jung-Woo Ha |
| 65.Title: Trifocal Relative Pose from Lines at Points and its Efficient Solution Authors:Ricardo Fabbri, Timothy Duff, Hongyi Fan, Margaret Regan, David da Costa de Pinho, Elias Tsigaridas, Charles Wrampler, Jonathan Hauenstein, Benjamin Kimia, Anton Leykin, Tomas Pajdla |
| 66.Title: Residual Pyramid Learning for Single-Shot Semantic Segmentation Authors:Xiaoyu Chen, Xiaotian Lou, Lianfa Bai, Jing Han |
| 67.Title: Fast LLMMSE filter for low-dose CT imaging Authors:Fengling Wang, Bowen Lin, Shujun Fu, Shiling Xie, Zhigang Zhao, Yuliang Li |
| 68.Title: Generative Adversarial Minority Oversampling Authors:Sankha Subhra Mullick, Shounak Datta, Swagatam Das |
| 69.Title: Capsule Networks with Max-Min Normalization Authors:Zhen Zhao, Ashley Kleinhans, Gursharan Sandhu, Ishan Patel, K. P. Unnikrishnan |
| 70.Title: Exploiting Excessive Invariance caused by Norm-Bounded Adversarial Robustness Authors:Jörn-Henrik Jacobsen, Jens Behrmannn, Nicholas Carlini, Florian Tramèr, Nicolas Papernot |
| 71.Title: The functional role of cue-driven feature-based feedback in object recognition Authors:Sushrut Thorat, Marcel van Gerven, Marius Peelen |
| 72.Title: Wav2Pix: Speech-conditioned Face Generation using Generative Adversarial Networks Authors:Amanda Duarte, Francisco Roldan, Miquel Tubau, Janna Escur, Santiago Pascual, Amaia Salvador, Eva Mohedano, Kevin McGuinness, Jordi Torres, Xavier Giro-i-Nieto |
| 73.Title: Cyclical Annealing Schedule: A Simple Approach to Mitigating KL Vanishing Authors:Hao Fu*, Chunyuan Li*, Xiaodong Liu, Jianfeng Gao, Asli Celikyilmaz, Lawrence Carin |
| 74.Title: End-to-End Learning Using Cycle Consistency for Image-to-Caption Transformations Authors:Keisuke Hagiwara, Yusuke Mukuta, Tatsuya Harada |
| 75.Title: One time is not enough: iterative tensor decomposition for neural network compression Authors:Julia Gusak, Maksym Kholyavchenko, Evgeny Ponomarev, Larisa Markeeva, Ivan Oseledets, Andrzej Cichocki, |
| 76.Title: BitSplit-Net: Multi-bit Deep Neural Network with Bitwise Activation Function Authors:Hyungjun Kim, Yulhwa Kim, Sungju Ryu, Jae-Joon Kim |
| 77.Title: Improving Adversarial Robustness via Guided Complement Entropy Authors:Hao-Yun Chen, Jhao-Hong Liang, Shih-Chieh Chang, Jia-Yu Pan, Yu-Ting Chen, Wei Wei, Da-Cheng Juan |
| 78.Title: Progressive DNN Compression: A Key to Achieve Ultra-High Weight Pruning and Quantization Rates using ADMM Authors:Shaokai Ye, Xiaoyu Feng, Tianyun Zhang, Xiaolong Ma, Sheng Lin, Zhengang Li, Kaidi Xu, Wujie Wen, Sijia Liu, Jian Tang, Makan Fardad, Xue Lin, Yongpan Liu, Yanzhi Wang |
Papers from arxiv.org
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