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IEEE Transactions on Pattern Analysis and Machine Intelligence 2015: all accepted papers

238 papers · page 1 of 3 · the most cited first · ← IEEE Transactions on Pattern Analysis and Machine Intelligence 2015

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  1. Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition ↗Kaiming He, Xiangyu Zhang, Shaoqing Ren et al.11,359 citations
  2. Image Super-Resolution Using Deep Convolutional Networks ↗Chao Dong, Chen Change Loy, Kaiming He et al.10,027 citations
  3. Object Tracking Benchmark ↗Yi Wu, Jongwoo Lim, Ming–Hsuan Yang3,351 citations
  4. Region-Based Convolutional Networks for Accurate Object Detection and Segmentation ↗Ross Girshick, Jeff Donahue, Trevor Jackson Darrell et al.2,906 citations
  5. Learning Depth from Single Monocular Images Using Deep Convolutional Neural Fields ↗Fayao Liu, Chunhua Shen, Guosheng Lin et al.1,240 citations
  6. Go-ICP: A Globally Optimal Solution to 3D ICP Point-Set Registration ↗Jiaolong Yang, Hongdong Li, Dylan Campbell et al.1,170 citations
  7. Struck: Structured Output Tracking with Kernels ↗Sam Hare, Stuart Golodetz, Amir Saffari et al.994 citations
  8. Accelerating Very Deep Convolutional Networks for Classification and Detection ↗Xiangyu Zhang, Jianhua Zou, Kaiming He et al.832 citations
  9. HCP: A Flexible CNN Framework for Multi-Label Image Classification ↗Yunchao Wei, Wei Xia, Min Lin et al.784 citations
  10. Classification with Noisy Labels by Importance Reweighting ↗Tongliang Liu, Dacheng Tao782 citations
  11. Label-Embedding for Image Classification ↗Zeynep Akata, Florent Perronnin, Zaïd Harchaoui et al.770 citations
  12. Discriminative Unsupervised Feature Learning with Exemplar Convolutional Neural Networks ↗Alexey Dosovitskiy, Philipp Fischer, Jost Tobias Springenberg et al.749 citations
  13. What Makes for Effective Detection Proposals? ↗Jan Hosang, Rodrigo Benenson, Piotr Dollár et al.724 citations
  14. Fast Direct Methods for Gaussian Processes ↗Sivaram Ambikasaran, Daniel T. Foreman-Mackey, Leslie Greengard et al.669 citations
  15. Anticipating Human Activities Using Object Affordances for Reactive Robotic Response ↗Hema Swetha Koppula, Ashutosh Saxena596 citations
  16. Bayesian CP Factorization of Incomplete Tensors with Automatic Rank Determination ↗Qibin Zhao, Liqing Zhang, Andrzej S Cichocki587 citations
  17. Multi-View Discriminant Analysis ↗Meina Kan, Shiguang Shan, Haihong Zhang et al.581 citations
  18. Hierarchical Image Saliency Detection on Extended CSSD ↗Jianping Shi, Qiong Yan, Xu Li et al.574 citations
  19. Learning to Deblur ↗Christian J. Schuler, Michael Hirsch, Stefan Harmeling et al.548 citations
  20. Transductive Multi-View Zero-Shot Learning ↗Yanwei Fu, Timothy M. Hospedales, Tao Xiang et al.513 citations
  21. Laplacian Regularized Low-Rank Representation and Its Applications ↗Ming Yin, Junbin Gao, Zhouchen Lin442 citations
  22. Learning Deep Representation for Face Alignment with Auxiliary Attributes ↗Zhanpeng Zhang, Ping Luo, Chen Change Loy et al.424 citations
  23. An Efficient Algorithm for Calculating the Exact Hausdorff Distance ↗Abdel Aziz Taha, Allan Hanbury411 citations
  24. ModDrop: Adaptive Multi-Modal Gesture Recognition ↗Natalia Neverova, Christian Wolf, Graham Taylor et al.409 citations
  25. Learning Compact Binary Face Descriptor for Face Recognition ↗Jiwen Lu, Venice Erin Liong, Xiuzhuang Zhou et al.399 citations
  26. Multi-View Intact Space Learning ↗Chang Xu, Dacheng Tao, Chao Xu395 citations
  27. Multi-Directional Multi-Level Dual-Cross Patterns for Robust Face Recognition ↗Changxing Ding, Jonghyun Choi, Dacheng Tao et al.381 citations
  28. Robust Structured Subspace Learning for Data Representation ↗Zechao Li, Jing Liu, Jinhui Tang et al.353 citations
  29. Joint Feature Selection and Subspace Learning for Cross-Modal Retrieval ↗Kaiye Wang, Ran He, Liang Wang et al.318 citations
  30. HFirst: A Temporal Approach to Object Recognition ↗Garrick Orchard, Cédric Meyer, Ralph Etienne‐Cummings et al.312 citations
  31. Factors of Transferability for a Generic ConvNet Representation ↗Hossein Azizpour, Ali Sharif Razavian, Josephine Sullivan et al.299 citations
  32. A Fast and Accurate Unconstrained Face Detector ↗Shengcai Liao, Anil Kumar Jain, Stan Ziqing Li294 citations
  33. Deep Human Parsing with Active Template Regression ↗Xiaodan Liang, Si Liu, Xiaohui Shen et al.292 citations
  34. Automatic Shadow Detection and Removal from a Single Image ↗Salman Hameed Khan, Mohammed Bennamoun, Ferdous Ahmed Sohel et al.283 citations
  35. Multi-Orientation Scene Text Detection with Adaptive Clustering ↗Xu-Cheng Yin, Wei-Yi Pei, Jun Zhang et al.259 citations
  36. Kernel Methods on Riemannian Manifolds with Gaussian RBF Kernels ↗Sadeep Jayasumana, Richard I. Hartley, Mathieu Salzmann et al.252 citations
  37. Partial Sum Minimization of Singular Values in Robust PCA: Algorithm and Applications ↗Tae-Hyun Oh, Yu‐Wing Tai, Jean‐Charles Bazin et al.238 citations
  38. Exploiting Surroundedness for Saliency Detection: A Boolean Map Approach ↗Jianming Zhang, Stan Sclaroff235 citations
  39. Action Recognition Using Rate-Invariant Analysis of Skeletal Shape Trajectories ↗Boulbaba Ben Amor, Jingyong Su, Anuj Srivastava223 citations
  40. Multi-Target Tracking by Discrete-Continuous Energy Minimization ↗Anton Milan, Konrad Schindler, Stefan Roth197 citations
  41. Factorized Graph Matching ↗Feng Zhou, Fernando De la Torre189 citations
  42. Dissimilarity-Based Sparse Subset Selection ↗Ehsan Elhamifar, Guillermo Sapiro, Shankar Sastry183 citations
  43. Dictionary Learning for Sparse Coding: Algorithms and Convergence Analysis ↗Chenglong Bao, Hui Ji, Yuhui Quan et al.180 citations
  44. NUS-PRO: A New Visual Tracking Challenge ↗Annan Li, Min Lin, Yi Wu et al.176 citations
  45. Adherent Raindrop Modeling, Detection and Removal in Video ↗Shaodi You, Robby T. Tan, Rei Kawakami et al.172 citations
  46. Multi-Graph Matching via Affinity Optimization with Graduated Consistency Regularization ↗Junchi Yan, Minsu Cho, Hongyuan Zha et al.170 citations
  47. Learning Efficient Sparse and Low Rank Models ↗Pablo Sprechmann, Alex M. Bronstein, Guillermo Sapiro160 citations
  48. Low Resolution Face Recognition Across Variations in Pose and Illumination ↗Sivaram Prasad Mudunuri, Soma Biswas160 citations
  49. Towards Open-World Person Re-Identification by One-Shot Group-Based Verification ↗Wei‐Shi Zheng, Shaogang Gong, Tao Xiang159 citations
  50. SALSA: A Novel Dataset for Multimodal Group Behavior Analysis ↗Xavier Alameda-Pineda, Jacopo Staiano, Ramanathan Subramanian et al.156 citations
  51. Incremental Learning of Random Forests for Large-Scale Image Classification ↗Marko Ristin, Matthieu Guillaumin, Jüergen Gall et al.154 citations
  52. Real-Time Lexicon-Free Scene Text Localization and Recognition ↗Lukáš Neumann, Jiřı́ Matas153 citations
  53. Supervised Evaluation of Image Segmentation and Object Proposal Techniques ↗Jordi Pont-Tuset, Ferran Marqués139 citations
  54. Visual Place Recognition with Repetitive Structures ↗Akihiko Torii, Josef Šivic, Masatoshi Okutomi et al.137 citations
  55. Multiscale Centerline Detection ↗Amos Sironi, Engin Türetken, Vincent Lepetit et al.135 citations
  56. A Multi-Task Learning Framework for Head Pose Estimation under Target Motion ↗Yan Yan, Elisa Ricci, Ramanathan Subramanian et al.132 citations
  57. Multimodal Multipart Learning for Action Recognition in Depth Videos ↗Amir Shahroudy, Tian-Tsong Ng, Qingxiong Yang et al.132 citations
  58. Pedestrian Detection with Spatially Pooled Features and Structured Ensemble Learning ↗Sakrapee Paisitkriangkrai, Chunhua Shen, Anton van den Hengel130 citations
  59. 3D Pictorial Structures Revisited: Multiple Human Pose Estimation ↗Vasileios Belagiannis, Sikandar Amin, Mykhaylo Andriluka et al.129 citations
  60. Tracking Interacting Objects Using Intertwined Flows ↗Xinchao Wang, Engin Türetken, François Fleuret et al.121 citations
  61. Color Constancy Using Double-Opponency ↗Shaobing Gao, Kai-Fu Yang, Chaoyi Li et al.119 citations
  62. Map-Based Probabilistic Visual Self-Localization ↗Marcus A. Brubaker, Andreas Geiger, Raquel Urtasun118 citations
  63. Detecting Humans in Dense Crowds Using Locally-Consistent Scale Prior and Global Occlusion Reasoning ↗Haroon Idrees, Khurram Soomro, Mubarak A. Shah116 citations
  64. Reflectance and Illumination Recovery in the Wild ↗Stephen Lombardi, Ko Nishino116 citations
  65. Graph Matching: Relax at Your Own Risk ↗Vince Lyzinski, Donniell E. Fishkind, Marcelo Fiori et al.115 citations
  66. Socially Constrained Structural Learning for Groups Detection in Crowd ↗Francesco Solera, Simone Calderara, Rita Cucchiara114 citations
  67. Spherical Hashing: Binary Code Embedding with Hyperspheres ↗Jae‐Pil Heo, Youngwoon Lee, Junfeng He et al.110 citations
  68. A Clearer Picture of Total Variation Blind Deconvolution ↗Daniele Perrone, Paolo Favaro109 citations
  69. Distributed Multi-Target Tracking and Data Association in Vision Networks ↗Ahmed Tashrif Kamal, Jawadul H. Bappy, Jay A. Farrell et al.108 citations
  70. Structure-Preserving Binary Representations for RGB-D Action Recognition ↗Mengyang Yu, Li Liu, Ling Shao108 citations
  71. Regionlets for Generic Object Detection ↗Xiaoyu Wang, Ming Yang, Shenghuo Zhu B et al.106 citations
  72. Generalized Canonical Time Warping ↗Feng Zhou, Fernando De la Torre104 citations
  73. Explore Efficient Local Features from RGB-D Data for One-Shot Learning Gesture Recognition ↗Jun Wan, Guodong Guo, Stan Ziqing Li103 citations
  74. Local Feature Selection for Data Classification ↗Narges Armanfard, James P. Reilly, Majid Komeili103 citations
  75. Shape-from-Template ↗Adrien Bartoli, Yan Gérard, François Chadebecq et al.103 citations
  76. Optimal Mass Transport for Shape Matching and Comparison ↗Zhengyu Su, Yalin Wang, Rui Shi et al.100 citations
  77. Learning SVM in Kreĭn Spaces ↗Gaëlle Loosli, Stéphane Canu, Cheng Soon Ong99 citations
  78. Max-Margin Action Prediction Machine ↗Yu Kong, Yun Fu94 citations
  79. Joint Binary Classifier Learning for ECOC-Based Multi-Class Classification ↗Mingxia Liu, Daoqiang Zhang, Songcan Chen et al.92 citations
  80. Globally Optimal Hand-Eye Calibration Using Branch-and-Bound ↗Jan Heller, Michal Havlena, Tomáš Pajdla91 citations
  81. Reconstruction-Free Action Inference from Compressive Imagers ↗Kuldeep Kulkarni, Pavan K. Turaga91 citations
  82. Hybrid Deep Learning for Face Verification ↗Yi Jie Sun, Xiaogang Wang, Xiaoou Tang87 citations
  83. Supervised Hashing Using Graph Cuts and Boosted Decision Trees ↗Guosheng Lin, Chunhua Shen, Anton van den Hengel87 citations
  84. Difference Subspace and Its Generalization for Subspace-Based Methods ↗Kazuhiro Fukui, Atsuto Maki86 citations
  85. Finding the Secret of Image Saliency in the Frequency Domain ↗Jia Li, Ling‐Yu Duan, Xiaowu Chen et al.85 citations
  86. Sequential Non-Rigid Structure from Motion Using Physical Priors ↗Antonio Agudo, Francesc Moreno-Noguer, Begoña Calvo et al.85 citations
  87. High Accuracy Monocular SFM and Scale Correction for Autonomous Driving ↗Shiyu Song, Manmohan Krishna Chandraker, Clark C. Guest84 citations
  88. Cascades of Regression Tree Fields for Image Restoration ↗Uwe Schmidt, Jeremy Jancsary, Sebastian Nowozin et al.83 citations
  89. Depth Estimation and Specular Removal for Glossy Surfaces Using Point and Line Consistency with Light-Field Cameras ↗Michael W. Tao, Jong-Chyi Su, Ting-Chun Wang et al.82 citations
  90. Multi-View and 3D Deformable Part Models ↗Bojan Pepik, Michael M. Stark, Peter Gehler et al.81 citations
  91. Spatiotemporal Directional Number Transitional Graph for Dynamic Texture Recognition ↗Adıń Ramıŕez Rivera, Oksam Chae80 citations
  92. 3D Shape Matching via Two Layer Coding ↗Xiang Bai, Song Bai, Zhuotun Zhu et al.79 citations
  93. Detection and Rectification of Distorted Fingerprints ↗Xuanbin Si, Jianjiang Feng, Jie Zhou et al.79 citations
  94. Flexible Clustered Multi-Task Learning by Learning Representative Tasks ↗Qiang Zhou, Qi Zhao79 citations
  95. Weakly Supervised Large Scale Object Localization with Multiple Instance Learning and Bag Splitting ↗Weiqiang Ren, Kaiqi Huang, Dacheng Tao et al.79 citations
  96. Sum Product Networks for Activity Recognition ↗Mohamed R. Amer, Siniša Todorović77 citations
  97. Robust Regression ↗Dong Huang, Ricardo Cabral, Fernando Torre74 citations
  98. Active Batch Selection via Convex Relaxations with Guaranteed Solution Bounds ↗Shayok Chakraborty, Vineeth Nallure Balasubramanian, Qian Sun et al.72 citations
  99. Connected Filtering on Tree-Based Shape-Spaces ↗Yongchao Xu, Thierry Géraud, Laurent Alain Najman71 citations
  100. Co-Labeling for Multi-View Weakly Labeled Learning ↗Xinxing Xu, Wen Li, Dong Xu et al.70 citations

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