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IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2017: all accepted papers

789 papers · page 4 of 8 · the most cited first · ← IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2017

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  1. Deep Level Sets for Salient Object Detection ↗Ping Hu, Bing Shuai, Jun Liu et al.204 citations
  2. Fast Fourier Color Constancy ↗Jonathan T. Barron, Yun‐Ta Tsai204 citations
  3. What is the Space of Attenuation Coefficients in Underwater Computer Vision? ↗Derya Akkaynak, Tali Treibitz, Tom Shlesinger et al.203 citations
  4. Fast Haze Removal for Nighttime Image Using Maximum Reflectance Prior ↗Jing Zhang, Yang Hua Cao, Shuai Fang et al.201 citations
  5. Discovering Causal Signals in Images ↗David López-Paz, Robert Nishihara, Soumith Chintala et al.200 citations
  6. Emotion Recognition in Context ↗Ronak Kosti, José Manuel Álvarez, Adrià Recasens et al.200 citations
  7. Learning Diverse Image Colorization ↗Aditya Deshpande, Jiajun Lu, Mao-Chuang Yeh et al.196 citations
  8. CERN: Confidence-Energy Recurrent Network for Group Activity Recognition ↗Tianmin Shu, Siniša Todorović, Song Chun Zhu193 citations
  9. Harvesting Multiple Views for Marker-Less 3D Human Pose Annotations ↗Georgios Pavlakos, Xiaowei Zhou, Konstantinos G. Derpanis et al.192 citations
  10. Exploiting Saliency for Object Segmentation from Image Level Labels ↗Seong Joon Oh, Rodrigo Benenson, Anna Khoreva et al.191 citations
  11. Weakly Supervised Action Learning with RNN Based Fine-to-Coarse Modeling ↗Alexander Richard, Hilde Kuehne, Jüergen Gall191 citations
  12. Joint Sequence Learning and Cross-Modality Convolution for 3D Biomedical Segmentation ↗Kuan-Lun Tseng, Yen-Liang Lin, Winston H. Hsu et al.190 citations
  13. Learning Fully Convolutional Networks for Iterative Non-blind Deconvolution ↗Jiawei Zhang, Jinshan Pan, Wei‐Sheng Lai et al.190 citations
  14. Unsupervised Learning of Long-Term Motion Dynamics for Videos ↗Zelun Luo, Boya Peng, De-An Huang et al.189 citations
  15. Synthesizing 3D Shapes via Modeling Multi-view Depth Maps and Silhouettes with Deep Generative Networks ↗Amir Soltani, Haibin Huang, Jiajun Wu et al.186 citations
  16. Improved Stereo Matching with Constant Highway Networks and Reflective Confidence Learning ↗Amit Shaked, Lior Wolf185 citations
  17. Quad-Networks: Unsupervised Learning to Rank for Interest Point Detection ↗Nikolay Savinov, Akihito Seki, Ľubor Ladický et al.184 citations
  18. Efficient Diffusion on Region Manifolds: Recovering Small Objects with Compact CNN Representations ↗Ahmet İşcen, Giorgos Tolias, Yannis Avrithis et al.183 citations
  19. Learning Non-Lambertian Object Intrinsics Across ShapeNet Categories ↗Jian Shi, Yue Dong, Hao Su et al.182 citations
  20. Semantic Amodal Segmentation ↗Yan Zhu, Yuandong Tian, Dimitris Metaxas et al.182 citations
  21. Video Desnowing and Deraining Based on Matrix Decomposition ↗Weihong Ren, Jiandong Tian, Zhi Jun Han et al.181 citations
  22. Level Playing Field for Million Scale Face Recognition ↗Aaron Nech, Ira Kemelmacher-Shlizerman180 citations
  23. Captioning Images with Diverse Objects ↗Subhashini Venugopalan, Lisa Anne Hendricks, Marcus Rohrbach et al.179 citations
  24. Deep 360 Pilot: Learning a Deep Agent for Piloting through 360° Sports Videos ↗Hou-Ning Hu, Yen-Chen Lin, Ming-Yu Liu et al.178 citations
  25. End-to-End Representation Learning for Correlation Filter Based Tracking ↗Jack Valmadre, Luca Bertinetto, João F. Henriques et al.178 citations
  26. KillingFusion: Non-rigid 3D Reconstruction without Correspondences ↗Miroslava Slavcheva, Maximilian Baust, Daniel Cremers et al.177 citations
  27. Tracking by Natural Language Specification ↗Zhenyang Li, Tao Ran, Efstratios Gavves et al.177 citations
  28. Active Convolution: Learning the Shape of Convolution for Image Classification ↗Yunho Jeon, Junmo Kim176 citations
  29. Designing Effective Inter-Pixel Information Flow for Natural Image Matting ↗Yağız Aksoy, Tunç Ozan Aydın, Marc Pollefeys176 citations
  30. Multimodal Transfer: A Hierarchical Deep Convolutional Neural Network for Fast Artistic Style Transfer ↗Xin Wang, Geoffrey Oxholm, Da Zhang et al.176 citations
  31. Inverse Compositional Spatial Transformer Networks ↗Chen-Hsuan Lin, Simon Lucey172 citations
  32. Linking Image and Text with 2-Way Nets ↗Aviv Eisenschtat, Lior Wolf171 citations
  33. Primary Object Segmentation in Videos Based on Region Augmentation and Reduction ↗Yeong Jun Koh, Chang‐Su Kim171 citations
  34. Are Large-Scale 3D Models Really Necessary for Accurate Visual Localization? ↗Torsten Sattler, Akihiko Torii, Josef Šivic et al.170 citations
  35. Recurrent Modeling of Interaction Context for Collective Activity Recognition ↗Minsi Wang, Bingbing Ni, Xiaokang Yang170 citations
  36. Conditional Similarity Networks ↗Andreas Veit, Serge Belongie, Theofanis Karaletsos169 citations
  37. Deep Sequential Context Networks for Action Prediction ↗Yu Kong, Zhiqiang Tao, Yun Fu169 citations
  38. A Novel Tensor-Based Video Rain Streaks Removal Approach via Utilizing Discriminatively Intrinsic Priors ↗Tai-Xiang Jiang, Ting‐Zhu Huang, Xi-Le Zhao et al.168 citations
  39. Dense Captioning with Joint Inference and Visual Context ↗Linjie Yang, Kevin Tang, Jianchao Yang et al.167 citations
  40. POSEidon: Face-from-Depth for Driver Pose Estimation ↗Guido Borghi, Marco Venturelli, Roberto Vezzani et al.167 citations
  41. AdaScan: Adaptive Scan Pooling in Deep Convolutional Neural Networks for Human Action Recognition in Videos ↗Amlan Kar, Nishant Rai, Karan Sikka et al.165 citations
  42. Attend to You: Personalized Image Captioning with Context Sequence Memory Networks ↗Cesc Chunseong Park, Byeongchang Kim, Gunhee Kim163 citations
  43. Object Detection in Videos with Tubelet Proposal Networks ↗Kai Kang, Hongsheng Li, Tong Xiao et al.161 citations
  44. SurfNet: Generating 3D Shape Surfaces Using Deep Residual Networks ↗Ayan Sinha, Asim Unmesh, Qixing Huang et al.159 citations
  45. Action Unit Detection with Region Adaptation, Multi-labeling Learning and Optimal Temporal Fusing ↗Wei Li, Farnaz Abtahi, Zhigang Zhu158 citations
  46. Automatic Understanding of Image and Video Advertisements ↗Zaeem Hussain, Mingda Zhang, Xiaozhong Zhang et al.157 citations
  47. From Zero-Shot Learning to Conventional Supervised Classification: Unseen Visual Data Synthesis ↗Yang Long, Li Liu, Ling Shao et al.157 citations
  48. Generating the Future with Adversarial Transformers ↗Carl Vondrick, Antonio B. Torralba157 citations
  49. Weakly Supervised Semantic Segmentation Using Web-Crawled Videos ↗Seunghoon Hong, Donghun Yeo, Suha Kwak et al.157 citations
  50. BranchOut: Regularization for Online Ensemble Tracking with Convolutional Neural Networks ↗Bohyung Han, Jack Sim, Hartwig Adam156 citations
  51. IM2CAD ↗Hamid Izadinia, Qi Shan, Steven M. Seitz156 citations
  52. Incorporating Copying Mechanism in Image Captioning for Learning Novel Objects ↗Ting Yao, Yingwei Pan, Yehao Li et al.155 citations
  53. Boundary-Aware Instance Segmentation ↗Zeeshan Hayder, Xuming He, Mathieu Salzmann153 citations
  54. 3D Face Morphable Models "In-the-Wild" ↗James G. Booth, Epameinondas Antonakos, Stylianos Ploumpis et al.152 citations
  55. HSfM: Hybrid Structure-from-Motion ↗Hainan Cui, Xiang Gao, Shuhan Shen et al.152 citations
  56. Counting Everyday Objects in Everyday Scenes ↗Prithvijit Chattopadhyay, Ramakrishna Vedantam, Ramprasaath R. Selvaraju et al.151 citations
  57. Crossing Nets: Combining GANs and VAEs with a Shared Latent Space for Hand Pose Estimation ↗Chengde Wan, Thomas Probst, Luc Van Gool et al.151 citations
  58. Growing a Brain: Fine-Tuning by Increasing Model Capacity ↗Yu-Xiong Wang, Deva Ramanan, Martial Hebert151 citations
  59. Scene Flow to Action Map: A New Representation for RGB-D Based Action Recognition with Convolutional Neural Networks ↗Pichao Wang, Wanqing Li, Zhimin Gao et al.151 citations
  60. Temporal Action Localization by Structured Maximal Sums ↗Zehuan Yuan, Jonathan Stroud, Tong Lü et al.151 citations
  61. Zero-Shot Action Recognition with Error-Correcting Output Codes ↗Jie Qin, Li Liu, Ling Shao et al.151 citations
  62. Hallucinating Very Low-Resolution Unaligned and Noisy Face Images by Transformative Discriminative Autoencoders ↗Xin Feng Yu, Fatih Porikli150 citations
  63. Single Image Reflection Suppression ↗Nikolaos Arvanitopoulos, Radhakrishna Achanta, Sabine E. Susstrunk149 citations
  64. Zero-Shot Recognition Using Dual Visual-Semantic Mapping Paths ↗Yanan Li, Donghui Wang, Huanhang Hu et al.149 citations
  65. All You Need is Beyond a Good Init: Exploring Better Solution for Training Extremely Deep Convolutional Neural Networks with Orthonormality and Modulation ↗Di Xie, Jiang Xiong, Shiliang Pu148 citations
  66. Forecasting Interactive Dynamics of Pedestrians with Fictitious Play ↗Wei-Chiu Ma, De-An Huang, Namhoon Lee et al.146 citations
  67. Noisy Softmax: Improving the Generalization Ability of DCNN via Postponing the Early Softmax Saturation ↗Binghui Chen, Weihong Deng, Junping Du146 citations
  68. Query-Focused Video Summarization: Dataset, Evaluation, and a Memory Network Based Approach ↗Aidean Sharghi, Jacob Laurel, Boqing Gong146 citations
  69. Deep Multitask Architecture for Integrated 2D and 3D Human Sensing ↗Alin-Ionut Popa, Mihai Zanfir, Cristian Sminchisescu145 citations
  70. Not Afraid of the Dark: NIR-VIS Face Recognition via Cross-Spectral Hallucination and Low-Rank Embedding ↗José Lezama, Qiang Qiu, Guillermo Sapiro145 citations
  71. Asynchronous Temporal Fields for Action Recognition ↗Gunnar A. Sigurdsson, Santosh Divvala, Ali Farhadi et al.144 citations
  72. Comprehension-Guided Referring Expressions ↗Ruotian Luo, Gregory Shakhnarovich144 citations
  73. Deep Visual-Semantic Quantization for Efficient Image Retrieval ↗Yue Cao, Mingsheng Long, Jianmin Wang et al.143 citations
  74. Loss Max-Pooling for Semantic Image Segmentation ↗Samuel Rota Bulò, Gerhard Neuhold, Peter Kontschieder143 citations
  75. Hierarchical Boundary-Aware Neural Encoder for Video Captioning ↗Lorenzo Baraldi, Costantino Grana, Rita Cucchiara142 citations
  76. Point to Set Similarity Based Deep Feature Learning for Person Re-Identification ↗Sanping Zhou, Jinjun Wang, Jiayun Wang et al.142 citations
  77. An Efficient Algebraic Solution to the Perspective-Three-Point Problem ↗Tong Ke, Stergios I. Roumeliotis141 citations
  78. Photorealistic Facial Texture Inference Using Deep Neural Networks ↗Shunsuke Saito, Lingyu Wei, Liwen Hu et al.141 citations
  79. Understanding Traffic Density from Large-Scale Web Camera Data ↗Shanghang Zhang, Guanhang Wu, João Paulo Costeira et al.141 citations
  80. Weakly Supervised Dense Video Captioning ↗Zhiqiang Shen, Jianguo Li, Su Zhou et al.141 citations
  81. Top-Down Visual Saliency Guided by Captions ↗Vasili Ramanishka, Abir Das, Jianming Zhang et al.140 citations
  82. Synthesizing Normalized Faces from Facial Identity Features ↗Forrester Cole, David Belanger, Dilip Krishnan et al.139 citations
  83. Polarimetric Multi-view Stereo ↗Zhaopeng Cui, Jinwei Gu, Boxin Shi et al.138 citations
  84. Memory-Augmented Attribute Manipulation Networks for Interactive Fashion Search ↗Bo Zhao, Jiashi Feng, Xiao Ying Wu et al.137 citations
  85. Convolutional Random Walk Networks for Semantic Image Segmentation ↗Gedas Bertasius, Lorenzo Torresani, Stella X. Yu et al.136 citations
  86. Efficient Solvers for Minimal Problems by Syzygy-Based Reduction ↗Viktor Larsson, Kalle Åström, Magnus Oskarsson136 citations
  87. End-to-End Training of Hybrid CNN-CRF Models for Stereo ↗Patrick Knöbelreiter, Christian Reinbacher, Alexander Shekhovtsov et al.134 citations
  88. Fine-Grained Recognition as HSnet Search for Informative Image Parts ↗Michael Lam, Behrooz Mahasseni, Siniša Todorović134 citations
  89. Consistent-Aware Deep Learning for Person Re-identification in a Camera Network ↗Ji Lin, Liangliang Ren, Jiwen Lu et al.133 citations
  90. Scale-Aware Face Detection ↗Zekun Hao, Yu Liu, Hongwei Qin et al.133 citations
  91. Spatio-Temporal Naive-Bayes Nearest-Neighbor (ST-NBNN) for Skeleton-Based Action Recognition ↗Junwu Weng, Chaoqun Weng, Junsong Yuan133 citations
  92. Deep Structured Learning for Facial Action Unit Intensity Estimation ↗Robert Walecki, Ognjen Oggi Rudovic, Vladimir Pavlović et al.132 citations
  93. Semantically Consistent Regularization for Zero-Shot Recognition ↗Pedro M. Morgado, Nuno M. Vasconcelos132 citations
  94. Sports Field Localization via Deep Structured Models ↗Namdar Homayounfar, Sanja Fidler, Raquel Urtasun132 citations
  95. Improving Interpretability of Deep Neural Networks with Semantic Information ↗Yinpeng Dong, Hang Su, Jun Zhu et al.130 citations
  96. Towards a Quality Metric for Dense Light Fields ↗Vamsi Kiran Adhikarla, Marek Vinkler, Denis Sumin et al.130 citations
  97. Connecting Look and Feel: Associating the Visual and Tactile Properties of Physical Materials ↗Wenzhen Yuan, Shaoxiong Wang, Siyuan Dong et al.129 citations
  98. Detect, Replace, Refine: Deep Structured Prediction for Pixel Wise Labeling ↗Spyros Gidaris, Nikos Komodakis A129 citations
  99. Procedural Generation of Videos to Train Deep Action Recognition Networks ↗César Roberto de Souza, Adrien Gaidon, Yohann Cabon et al.129 citations
  100. Generalized Semantic Preserving Hashing for N-Label Cross-Modal Retrieval ↗Devraj Mandal, Kunal N. Chaudhury, Soma Biswas128 citations

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