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IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2014: all accepted papers

547 papers · page 1 of 6 · the most cited first · ← IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2014

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  1. Rich Feature Hierarchies for Accurate Object Detection and Semantic SegmentationRoss Girshick, Jeff Donahue, Trevor Jackson Darrell et al.31,477 citations · our summary
  2. DeepFace: Closing the Gap to Human-Level Performance in Face Verification ↗Yaniv Taigman, Ming Yang, Marc’Aurelio Ranzato et al.6,402 citations
  3. Large-Scale Video Classification with Convolutional Neural Networks ↗Andrej Karpathy, George D. Toderici, Sanketh Shetty et al.6,225 citations
  4. DeepPose: Human Pose Estimation via Deep Neural Networks ↗Alexander Toshev, Christian Szegedy3,185 citations
  5. Learning and Transferring Mid-level Image Representations Using Convolutional Neural Networks ↗Maxime Oquab, Léon Bottou, Ivan Laptev A et al.3,072 citations
  6. One millisecond face alignment with an ensemble of regression trees ↗Vahid Kazemi, Josephine Sullivan2,780 citations
  7. 2D Human Pose Estimation: New Benchmark and State of the Art Analysis ↗Mykhaylo Andriluka, Leonid Pishchulin, Peter Gehler et al.2,688 citations
  8. DeepReID: Deep Filter Pairing Neural Network for Person Re-identification ↗Wei Li, Rui Zhao, Tong Xiao et al.2,611 citations
  9. Describing Textures in the Wild ↗Mircea Cimpoi, Subhransu Maji, Iasonas Kokkinos et al.2,343 citations
  10. Weighted Nuclear Norm Minimization with Application to Image Denoising ↗Shuhang Gu, Lei Zhang, Wangmeng Zuo et al.2,207 citations
  11. Deep Learning Face Representation from Predicting 10,000 Classes ↗Yi Jie Sun, Xiaogang Wang, Xiaoou Tang1,997 citations
  12. Human Action Recognition by Representing 3D Skeletons as Points in a Lie Group ↗Raviteja Vemulapalli, Felipe Arrate, Rama Chellappa1,517 citations
  13. Adaptive Color Attributes for Real-Time Visual Tracking ↗Martin Danelljan, Fahad Shahbaz Khan, Michael Felsberg et al.1,500 citations
  14. The Role of Context for Object Detection and Semantic Segmentation in the Wild ↗Roozbeh Mottaghi, Xianjie Chen, Xiaobai Liu et al.1,397 citations
  15. The Secrets of Salient Object Segmentation ↗Yin Li, Xiaodi Hou, Christof Koch et al.1,338 citations
  16. Saliency Optimization from Robust Background Detection ↗Wangjiang Zhu, Shuang Liang, Yichen Wei et al.1,330 citations
  17. Convolutional Neural Networks for No-Reference Image Quality Assessment ↗Le Kang, Peng Ye, Yi Li et al.1,270 citations
  18. Learning Fine-Grained Image Similarity with Deep Ranking ↗Jiang Wang, Yang Song, Thomas Leung et al.1,269 citations
  19. Multiscale Combinatorial Grouping ↗Pablo Arbeláez, Jordi Pont-Tuset, Jon Barron et al.1,139 citations
  20. Scalable Object Detection Using Deep Neural Networks ↗Dumitru Erhan, Christian Szegedy, Alexander Toshev et al.1,133 citations
  21. How to Evaluate Foreground Maps ↗Ran Margolin, Lihi Zelnik‐Manor, Ayellet Tal1,106 citations
  22. BING: Binarized Normed Gradients for Objectness Estimation at 300fps ↗Ming‐Ming Cheng, Ziming Zhang, Wen-Yan Lin et al.1,050 citations
  23. Face Alignment at 3000 FPS via Regressing Local Binary Features ↗Shaoqing Ren, Xudong Cao, Yichen Wei et al.853 citations
  24. Novel Methods for Multilinear Data Completion and De-noising Based on Tensor-SVD ↗Zemin Zhang, Gregory Ely, Shuchin Aeron et al.798 citations
  25. Large Scale Multi-view Stereopsis Evaluation ↗Rasmus Ramsbøl Jensen, Anders Bjorholm Dahl, George Vogiatzis et al.729 citations
  26. Transfer Joint Matching for Unsupervised Domain Adaptation ↗Mingsheng Long, Jianmin Wang, Guiguang Ding et al.725 citations
  27. FAUST: Dataset and Evaluation for 3D Mesh Registration ↗Federica Bogo, Javier Romero, Matthew Loper et al.689 citations
  28. Discriminative Deep Metric Learning for Face Verification in the Wild ↗Junlin Hu, Jiwen Lu, Yap‐Peng Tan682 citations
  29. Collective Matrix Factorization Hashing for Multimodal Data ↗Guiguang Ding, Yuchen Guo, Jile Zhou680 citations
  30. Cross-View Action Modeling, Learning, and Recognition ↗Jiang Wang, Xiaohan Nie, Xia Yin et al.659 citations
  31. Facial Expression Recognition via a Boosted Deep Belief Network ↗Ping Liu, Shizhong Han, Zibo Meng et al.650 citations
  32. Investigating Haze-Relevant Features in a Learning Framework for Image Dehazing ↗Ketan Tang, Jianchao Yang, Jue Wang605 citations
  33. Detect What You Can: Detecting and Representing Objects Using Holistic Models and Body Parts ↗Xianjie Chen, Roozbeh Mottaghi, Xiaobai Liu et al.594 citations
  34. The Language of Actions: Recovering the Syntax and Semantics of Goal-Directed Human Activities ↗Hilde Kuehne, Ali Bilgin Arslan, Thomas Serre558 citations
  35. Remote Heart Rate Measurement from Face Videos under Realistic Situations ↗Xiaobai Li, Jie Chen, Guoying Zhao et al.550 citations
  36. Shrinkage Fields for Effective Image Restoration ↗Uwe Schmidt, Stefan Roth523 citations
  37. PANDA: Pose Aligned Networks for Deep Attribute Modeling ↗Ning Zhang, Manohar Paluri, Marc’Aurelio Ranzato et al.488 citations
  38. Learning Mid-level Filters for Person Re-identification ↗Rui Zhao, Wanli Ouyang, Xiaogang Wang487 citations
  39. Seeing 3D Chairs: Exemplar Part-Based 2D-3D Alignment Using a Large Dataset of CAD Models ↗Mathieu Aubry, Daniel Maturana, Alexei A. Efros et al.473 citations
  40. Realtime and Robust Hand Tracking from Depth ↗Chen Qian, Xiao Na Sun, Yichen Wei et al.470 citations
  41. Saliency Detection on Light Field ↗Nianyi Li, Jinwei Ye, Yu Ji et al.470 citations
  42. Deblurring Text Images via L0-Regularized Intensity and Gradient Prior ↗Jinshan Pan, Zhe Hu, Zhixun Su et al.457 citations
  43. Pulling Things out of Perspective ↗Ľubor Ladický, Jianbo Shi, Marc Pollefeys457 citations
  44. Fine-Grained Visual Comparisons with Local Learning ↗Aron Yu, Kristen Grauman454 citations
  45. Incremental Face Alignment in the Wild ↗Akshay Asthana, Stefanos P. Zafeiriou, Shiyang Cheng et al.450 citations
  46. Large-Scale Optimization of Hierarchical Features for Saliency Prediction in Natural Images ↗Eleonora Vig, Michael Dörr, David Cox428 citations
  47. Fast Supervised Hashing with Decision Trees for High-Dimensional Data ↗Guosheng Lin, Chunhua Shen, Qinfeng Shi et al.422 citations
  48. Robust Online Multi-object Tracking Based on Tracklet Confidence and Online Discriminative Appearance Learning ↗Seung‐Hwan Bae, Kuk‐Jin Yoon410 citations
  49. Learning-by-Synthesis for Appearance-Based 3D Gaze Estimation ↗Yusuke Sugano, Yasuyuki Matsushita, Yoichi Sato404 citations
  50. Latent Regression Forest: Structured Estimation of 3D Articulated Hand Posture ↗Danhang Tang, Hyung Jin Chang, Alykhan Tejani et al.399 citations
  51. Super Normal Vector for Activity Recognition Using Depth Sequences ↗Xiaodong Yang, Yingli Tian388 citations
  52. Learning Expressionlets on Spatio-temporal Manifold for Dynamic Facial Expression Recognition ↗Mengyi Liu, Shiguang Shan, Ruiping Wang et al.384 citations
  53. Discrete-Continuous Depth Estimation from a Single Image ↗Miaomiao Liu, Mathieu Salzmann, Xuming He369 citations
  54. Decomposable Nonlocal Tensor Dictionary Learning for Multispectral Image Denoising ↗Yi Peng, Deyu Meng, Zongben Xu et al.359 citations
  55. Single Image Layer Separation Using Relative Smoothness ↗Yu Li, Michael S. Brown354 citations
  56. Parallax-Tolerant Image Stitching ↗Fan Zhang, Feng Liu347 citations
  57. Shape-Preserving Half-Projective Warps for Image Stitching ↗Che-Han Chang, Yoichi Sato, Yung‐Yu Chuang346 citations
  58. Strokelets: A Learned Multi-scale Representation for Scene Text Recognition ↗Cong Yao, Xiang Bai, Baoguang Shi et al.306 citations
  59. Birdsnap: Large-Scale Fine-Grained Visual Categorization of Birds ↗Thomas Berg, Jiongxin Liu, Seung Woo Lee et al.304 citations
  60. Informed Haar-Like Features Improve Pedestrian Detection ↗Shanshan Zhang, Christian Bauckhage, Armin Bernd Cremers299 citations
  61. Smooth Representation Clustering ↗Hu Han, Zhouchen Lin, Jianjiang Feng et al.286 citations
  62. Learning an Image-Based Motion Context for Multiple People Tracking ↗Laura Leal-Taixé, Michele Fenzi, Alina Kuznetsova et al.280 citations
  63. The Fastest Deformable Part Model for Object Detection ↗Junjie Yan, Zhen Lei, Longyin Wen et al.280 citations
  64. Additive Quantization for Extreme Vector Compression ↗Artem Babenko, Victor Lempitsky278 citations
  65. Total Variation Blind Deconvolution: The Devil Is in the Details ↗Daniele Perrone, Paolo Favaro276 citations
  66. Locally Optimized Product Quantization for Approximate Nearest Neighbor Search ↗Yannis Kalantidis, Yannis Avrithis275 citations
  67. Salient Region Detection via High-Dimensional Color Transform ↗Jiwhan Kim, Dongyoon Han, Yu‐Wing Tai et al.273 citations
  68. Generalized Nonconvex Nonsmooth Low-Rank Minimization ↗Canyi Lu, Jinhui Tang, Shuicheng Yan et al.271 citations
  69. Learning Everything about Anything: Webly-Supervised Visual Concept Learning ↗Santosh Divvala, Ali Farhadi, Carlos Guestrin265 citations
  70. Multi-source Deep Learning for Human Pose Estimation ↗Wanli Ouyang, Xiao Chu, Xiaogang Wang262 citations
  71. 3D Pictorial Structures for Multiple Human Pose Estimation ↗Vasileios Belagiannis, Sikandar Amin, Mykhaylo Andriluka et al.258 citations
  72. Discriminative Blur Detection Features ↗Jianping Shi, Li Xu, Jiaya Jia257 citations
  73. Scene-Independent Group Profiling in Crowd ↗Jing Shao, Chen Change Loy, Xiaogang Wang254 citations
  74. Triangulation Embedding and Democratic Aggregation for Image Search ↗Hervé Jeǵou, Andrew Zisserman249 citations
  75. Action Localization with Tubelets from Motion ↗Mihir Jain, Jan C. van Gemert, Hervé Jeǵou et al.246 citations
  76. Quasi Real-Time Summarization for Consumer Videos ↗Bin Zhao, Eric P. Xing246 citations
  77. Stacked Progressive Auto-Encoders (SPAE) for Face Recognition Across Poses ↗Meina Kan, Shiguang Shan, Hong Chang et al.243 citations
  78. Efficient Feature Extraction, Encoding, and Classification for Action Recognition ↗Vadim Kantorov, Ivan Laptev A239 citations
  79. Generalized Max Pooling ↗Naila Murray, Florent Perronnin238 citations
  80. Illumination-Aware Age Progression ↗Ira Kemelmacher-Shlizerman, Supasorn Suwajanakorn, Steven M. Seitz236 citations
  81. 100+ Times Faster Weighted Median Filter (WMF) ↗Qi Zhang, Li Xu, Jiaya Jia225 citations
  82. Switchable Deep Network for Pedestrian Detection ↗Ping Luo, Yonglong Tian, Xiaogang Wang et al.224 citations
  83. Semi-supervised Coupled Dictionary Learning for Person Re-identification ↗Xiao Liu, Mingli Song, Dacheng Tao et al.222 citations
  84. Multi-fold MIL Training for Weakly Supervised Object Localization ↗Ramazan Gökberk Cinbiş, Jakob Jozef Verbeek, Cordelia Schmid219 citations
  85. Socially-Aware Large-Scale Crowd Forecasting ↗Alexandre Alahi, Vignesh Ramanathan, Li Fei-Fei218 citations
  86. Gauss-Newton Deformable Part Models for Face Alignment In-the-Wild ↗Georgios Tzimiropoulos, Maja Pantić215 citations
  87. Leveraging Hierarchical Parametric Networks for Skeletal Joints Based Action Segmentation and Recognition ↗Di Wu, Ling Shao211 citations
  88. Multi-view Super Vector for Action Recognition ↗Zhuowei Cai, Limin Wang, Xiaojiang Peng et al.205 citations
  89. Reconstructing PASCAL VOC ↗Sara Vicente, João Carreira, Lourdes Agapito et al.204 citations
  90. Robust Estimation of 3D Human Poses from a Single Image ↗Chunyu Wang, Yizhou Wang, Zhouchen Lin et al.204 citations
  91. Robust Subspace Segmentation with Block-Diagonal Prior ↗Jiashi Feng, Zhouchen Lin, Huan Xu et al.203 citations
  92. Packing and Padding: Coupled Multi-index for Accurate Image Retrieval ↗Liang Zheng, Shengjin Wang, Ziqiong Liu et al.202 citations
  93. SteadyFlow: Spatially Smooth Optical Flow for Video Stabilization ↗Shuaicheng Liu, Lu Yuan, Ping Tan et al.201 citations
  94. Object Partitioning Using Local Convexity ↗Simon Christoph Stein, Markus Schoeler, Jeremie A. Papon et al.197 citations
  95. Very Fast Solution to the PnP Problem with Algebraic Outlier Rejection ↗Luis Ferraz, Xavier Binefa, Francesc Moreno-Noguer195 citations
  96. Segmentation-Free Dynamic Scene Deblurring ↗Tae Hyun Kim, Kyoung Mu Lee194 citations
  97. COSTA: Co-Occurrence Statistics for Zero-Shot Classification ↗Thomas Mensink, Efstratios Gavves, Cees G. M. Snoek193 citations
  98. Depth Enhancement via Low-Rank Matrix Completion ↗Si Lu, Xiaofeng Ren, Feng Liu190 citations
  99. PatchMatch Based Joint View Selection and Depthmap Estimation ↗Enliang Zheng, Enrique Dunn, Vladimir Jojic et al.190 citations
  100. Robust Separation of Reflection from Multiple Images ↗Xiaojie Guo, Xiaochun Cao, Yi Ma190 citations

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