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IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2015: all accepted papers

602 papers · page 1 of 7 · the most cited first · ← IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2015

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  1. Going deeper with convolutions ↗Christian Szegedy, Wei Liu, Yangqing Jia et al.45,832 citations
  2. Fully convolutional networks for semantic segmentation ↗Jonathan Long, Evan Shelhamer, Trevor Jackson Darrell36,250 citations
  3. FaceNet: A unified embedding for face recognition and clusteringFlorian Schroff, Dmitry Kalenichenko, James Philbin11,681 citations · our summary
  4. Show and tell: A neural image caption generator ↗Oriol Vinyals, Alexander Toshev, Samy Bengio et al.6,124 citations
  5. Long-term recurrent convolutional networks for visual recognition and description ↗Jeff Donahue, Lisa Anne Hendricks, Sergio Guadarrama et al.5,009 citations
  6. Deep visual-semantic alignments for generating image descriptions ↗Andrej Karpathy, Li Fei-Fei4,749 citations
  7. CIDEr: Consensus-based image description evaluation ↗Ramakrishna Vedantam, C. Lawrence Zitnick, Devi Parikh4,649 citations
  8. 3D ShapeNets: A deep representation for volumetric shapes ↗Zhirong Wu, Shuran Song, Aditya Khosla et al.4,550 citations
  9. Single image super-resolution from transformed self-exemplars ↗Jia‐Bin Huang, Abhishek Singh, Narendra Ahuja3,472 citations
  10. Deep neural networks are easily fooled: High confidence predictions for unrecognizable images ↗Anh Nguyen, Jason Yosinski, Jeff Clune3,187 citations
  11. ActivityNet: A large-scale video benchmark for human activity understanding ↗Fabian Caba Heilbron, Victor A Escorcia, Bernard Ghanem et al.2,535 citations
  12. Object scene flow for autonomous vehicles ↗Moritz Menze, Andreas Geiger2,183 citations
  13. Person re-identification by Local Maximal Occurrence representation and metric learning ↗Shengcai Liao, Yang Hu, Xiangyu Zhu et al.2,091 citations
  14. Beyond short snippets: Deep networks for video classification ↗Joe Yue-Hei Ng, Matthew Hausknecht, Sudheendra Vijayanarasimhan et al.2,062 citations
  15. Hierarchical recurrent neural network for skeleton based action recognition ↗Yong Du, Wei Wang, Liang Wang1,895 citations
  16. SUN RGB-D: A RGB-D scene understanding benchmark suite ↗Shuran Song, Samuel P. Lichtenberg, Jianxiong Xiao1,860 citations
  17. Understanding deep image representations by inverting them ↗Aravindh Mahendran, Andrea Vedaldi1,771 citations
  18. Convolutional neural networks at constrained time cost ↗Kaiming He, Jian Sun1,510 citations
  19. Hypercolumns for object segmentation and fine-grained localization ↗Bharath Hariharan, Pablo Arbeláez, Ross Girshick et al.1,475 citations
  20. Learning to compare image patches via convolutional neural networks ↗Sergey Zagoruyko, Nikos Komodakis A1,412 citations
  21. A convolutional neural network cascade for face detection ↗Haoxiang Li, Zhe Lin, Xiaohui Shen et al.1,363 citations
  22. Efficient object localization using Convolutional Networks ↗Jonathan Tompson, Ross Goroshin, Arjun Jain et al.1,309 citations
  23. From captions to visual concepts and back ↗Hao Fang, Saurabh Gupta, Forrest Iandola et al.1,287 citations
  24. An improved deep learning architecture for person re-identification ↗Ejaz Ahmed, Michael Jones, Tim K. Marks1,248 citations
  25. Supervised Discrete Hashing ↗Fumin Shen, Chunhua Shen, Wei Liu et al.1,231 citations
  26. Multispectral pedestrian detection: Benchmark dataset and baseline ↗Soonmin Hwang, Jaesik Park, Nam Il Kim et al.1,187 citations
  27. Action recognition with trajectory-pooled deep-convolutional descriptors ↗Limin Wang, Yu Qiao, Xiaoou Tang1,176 citations
  28. Visual saliency based on multiscale deep features ↗Guanbin Li, Yizhou Yu1,163 citations
  29. Cross-scene crowd counting via deep convolutional neural networks ↗Cong Zhang, Hongsheng Li, Xiaogang Wang et al.1,121 citations
  30. Image retrieval using scene graphs ↗Justin M. Johnson, Ranjay Krishna, Michael M. Stark et al.1,076 citations
  31. Saliency detection by multi-context deep learning ↗Rui Zhao, Wanli Ouyang, Hongsheng Li et al.995 citations
  32. Recurrent convolutional neural network for object recognition ↗Ming Xuan Liang, Xiaolin Hu976 citations
  33. Long-term correlation tracking ↗Chao Ma, Xiaokang Yang, Chongyang Zhang et al.959 citations
  34. DynamicFusion: Reconstruction and tracking of non-rigid scenes in real-time ↗Richard A. Newcombe, Dieter Fox, Steven M. Seitz940 citations
  35. Deeply learned face representations are sparse, selective, and robust ↗Yi Jie Sun, Xiaogang Wang, Xiaoou Tang939 citations
  36. Learning from massive noisy labeled data for image classification ↗Tong Xiao, Tian Xia, Yi Yang et al.907 citations
  37. Learning a convolutional neural network for non-uniform motion blur removal ↗Jian Zhong Sun, Wenfei Cao, Zongben Xu et al.906 citations
  38. Deep convolutional neural fields for depth estimation from a single image ↗Fayao Liu, Chunhua Shen, Guosheng Lin871 citations
  39. Simultaneous feature learning and hash coding with deep neural networks ↗Hanjiang Lai, Yan Pan, Ye Liu et al.866 citations
  40. Is object localization for free? - Weakly-supervised learning with convolutional neural networks ↗Maxime Oquab, Léon Bottou, Ivan Laptev A et al.865 citations
  41. A large-scale car dataset for fine-grained categorization and verification ↗Linjie Yang, Ping Luo, Chen Change Loy et al.825 citations
  42. MatchNet: Unifying feature and metric learning for patch-based matching ↗Xufeng Han, Thomas Leung, Yangqing Jia et al.825 citations
  43. Computing the stereo matching cost with a convolutional neural network ↗Jure Žbontar, Yann LeCun796 citations
  44. The application of two-level attention models in deep convolutional neural network for fine-grained image classification ↗Tianjun Xiao, Yichong Xu, Kuiyuan Yang et al.771 citations
  45. Diversity-induced Multi-view Subspace Clustering ↗Xiaochun Cao, Changqing Zhang, Huazhu Fu et al.767 citations
  46. Appearance-based gaze estimation in the wild ↗Xucong Zhang, Yusuke Sugano, Mario Fritz et al.763 citations
  47. Evaluation of output embeddings for fine-grained image classification ↗Zeynep Akata, Scott Reed, Daniel Walter et al.752 citations
  48. SALICON: Saliency in Context ↗Ming Xin Jiang, Shengsheng Huang, Juanyong Duan et al.702 citations
  49. Pushing the frontiers of unconstrained face detection and recognition: IARPA Janus Benchmark A ↗Brendan F. Klare, Ben Klein, Emma Taborsky et al.701 citations
  50. EpicFlow: Edge-preserving interpolation of correspondences for optical flow ↗Jérôme Revaud, Philippe Weinzaepfel, Zaïd Harchaoui et al.697 citations
  51. Sparse Convolutional Neural Networks ↗Baoyuan Liu, Min Wang, Hassan Foroosh et al.680 citations
  52. Deep networks for saliency detection via local estimation and global search ↗Lijun Wang, Huchuan Lu, Xiang Ruan et al.676 citations
  53. From image-level to pixel-level labeling with Convolutional Networks ↗Pedro O. Pinheiro, Ronan Collobert673 citations
  54. Deep filter banks for texture recognition and segmentation ↗Mircea Cimpoi, Subhransu Maji, Andrea Vedaldi646 citations
  55. MUlti-Store Tracker (MUSTer): A cognitive psychology inspired approach to object tracking ↗Zhibin Hong, Zhe Chen, Chaohui Wang et al.644 citations
  56. Learning to generate chairs with convolutional neural networks ↗Alexey Dosovitskiy, Jost Tobias Springenberg, Thomas Brox635 citations
  57. TVSum: Summarizing web videos using titles ↗Yale Song, Jordi Vallmitjana, Amanda J. Stent et al.623 citations
  58. Fast and accurate image upscaling with super-resolution forests ↗Samuel Schulter, Christian Leistner, Horst Bischof618 citations
  59. Effective face frontalization in unconstrained images ↗Tal Hassner, Shai Harel, Eran Paz et al.600 citations
  60. Building a bird recognition app and large scale dataset with citizen scientists: The fine print in fine-grained dataset collection ↗Grant Van Horn, Steve Branson, Ryan J. Farrell et al.592 citations
  61. Depth and surface normal estimation from monocular images using regression on deep features and hierarchical CRFs ↗Bo Li, Chunhua Shen, Yuchao Dai et al.590 citations
  62. Modeling video evolution for action recognition ↗Basura Fernando, Efstratios Gavves, Jose Oramas M. et al.569 citations
  63. Deep semantic ranking based hashing for multi-label image retrieval ↗Fang Ping Zhao, Yongzhen Huang, Liang Wang et al.564 citations
  64. Robust reconstruction of indoor scenes ↗Sungjoon Choi, Qian-Yi Zhou, Vladlen Koltun555 citations
  65. High-fidelity Pose and Expression Normalization for face recognition in the wild ↗Xiangyu Zhu, Zhen Lei, Junjie Yan et al.550 citations
  66. Deep hashing for compact binary codes learning ↗Venice Erin Liong, Jiwen Lu, Gang Wang et al.542 citations
  67. Semantics-preserving hashing for cross-view retrieval ↗Zijia Lin, Guiguang Ding, Mingqing Hu et al.542 citations
  68. 24/7 place recognition by view synthesis ↗Akihiko Torii, Relja Arandjelović, Josef Šivic et al.536 citations
  69. Finding action tubes ↗Georgia Gkioxari, Jitendra Malik528 citations
  70. DeepEdge: A multi-scale bifurcated deep network for top-down contour detection ↗Gedas Bertasius, Jianbo Shi, Lorenzo Torresani525 citations
  71. Saliency-aware geodesic video object segmentation ↗Wenguan Wang, Jianbing Shen, Fatih Porikli524 citations
  72. DeepContour: A deep convolutional feature learned by positive-sharing loss for contour detection ↗Wei Shen, Xinggang Wang, Yan Wang et al.515 citations
  73. Material recognition in the wild with the Materials in Context Database ↗Sean Bell, Paul Upchurch, Noah Snavely et al.501 citations
  74. Mind's eye: A recurrent visual representation for image caption generation ↗Xinlei Chen, C. Lawrence Zitnick498 citations
  75. Superpixel segmentation using Linear Spectral Clustering ↗Zhengqin Li, Jiansheng Chen479 citations
  76. Fine-grained recognition without part annotations ↗Jonathan Krause, Hailin Jin, Jianchao Yang et al.466 citations
  77. Towards Open World Recognition ↗Abhijit Bendale, Terrance Boult461 citations
  78. Saliency detection via Cellular Automata ↗Yao Qin, Huchuan Lu, Yiqun Xu et al.460 citations
  79. Accurate depth map estimation from a lenslet light field camera ↗Hae‐Gon Jeon, Jaesik Park, Gyeongmin Choe et al.453 citations
  80. Face alignment by coarse-to-fine shape searching ↗Shizhan Zhu, Cheng Li, Chen Change Loy et al.450 citations
  81. Towards unified depth and semantic prediction from a single image ↗Peng Wang, Xiaohui Shen, Zhe Lin et al.447 citations
  82. Feedforward semantic segmentation with zoom-out features ↗Mohammadreza Mostajabi, Payman Yadollahpour, Gregory Shakhnarovich436 citations
  83. A dataset for Movie Description ↗Anna Rohrbach, Marcus Rohrbach, Niket Tandon et al.435 citations
  84. A discriminative CNN video representation for event detection ↗Zhongwen Xu, Yi Ping Yang, Alexander G. Hauptmann435 citations
  85. DeepID-Net: Deformable deep convolutional neural networks for object detection ↗Wanli Ouyang, Xiaogang Wang, Xingyu Zeng et al.430 citations
  86. Convolutional feature masking for joint object and stuff segmentation ↗Jifeng Dai, Kaiming He, Jian Sun422 citations
  87. Pose-conditioned joint angle limits for 3D human pose reconstruction ↗Ijaz Akhter, Michael J. Black418 citations
  88. Cascaded hand pose regression ↗Xiao Na Sun, Yichen Wei, Shuang Liang et al.414 citations
  89. Deformable part models are convolutional neural networks ↗Ross Girshick, Forrest Iandola, Trevor Jackson Darrell et al.411 citations
  90. Pedestrian detection aided by deep learning semantic tasks ↗Yonglong Tian, Ping Luo, Xiaogang Wang et al.407 citations
  91. Learning deep representations for ground-to-aerial geolocalization ↗Tsung-Yi Lin, Yin Cui, Serge Belongie et al.401 citations
  92. Video summarization by learning submodular mixtures of objectives ↗Michael Gygli, Helmut Gräbner, Luc Van Gool397 citations
  93. Deep correlation for matching images and text ↗Fei Yan, Krystian Mikolajczyk395 citations
  94. Real-time part-based visual tracking via adaptive correlation filters ↗Ting Liu, Gang Wang, Qingxiong Yang392 citations
  95. Filtered channel features for pedestrian detection ↗Shanshan Zhang, Rodrigo Benenson, Bernt Schiele390 citations
  96. Deep multiple instance learning for image classification and auto-annotation ↗Jiajun Wu, Yinan Yu, Chang Huang et al.386 citations
  97. Learning to rank in person re-identification with metric ensembles ↗Sakrapee Paisitkriangkrai, Chunhua Shen, Anton van den Hengel385 citations
  98. Scene labeling with LSTM recurrent neural networks ↗Wonmin Byeon, Thomas Michael Breuel, Federico Raue et al.375 citations
  99. In defense of color-based model-free tracking ↗Horst Possegger, Thomas Mauthner, Horst Bischof365 citations
  100. Jointly learning heterogeneous features for RGB-D activity recognition ↗Jian–Fang Hu, Wei‐Shi Zheng, Jianhuang Lai et al.358 citations

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