Multimedia Laboratory

Publications

    2019

  1. Ching-Yun Ko, Zhaoyang Lyu, Tsui-Wei Weng, Luca Daniel, Ngai Wong, and Dahua Lin, "POPQORN: Quantifying Robustness of Recurrent Neural Networks", ICML 2019, 2019 (5-min Oral) [PDF] [Code]
  2. Ziwei Liu, Zhongqi Miao, Xiaohang Zhan, Jiayun Wang, Boqing Gong, and Stella X. Yu, "Large-Scale Long-Tailed Recognition in an Open World", CVPR 2019, 2019 (Oral) [PDF] [Code] [Project Page]
  3. Junting Pan, Chengyu Wang, Xu Jia, Jing Shao, Lu Sheng#, Junjie Yan, and Xiaogang Wang, "Video Generation from Single Semantic Label Map", CVPR 2019, 2019 [PDF] [Project Page]
  4. Guojun Yin, Lu Sheng, Bin Liu, Nenghai Yu, Xiaogang Wang, and Jing Shao, "Context and Attribute Grounded Dense Captioning", CVPR 2019, 2019 [PDF]
  5. Guojun Yin, Bin Liu, Lu Sheng, Nenghai Yu, Xiaogang Wang, and Jing Shao, "Semantics Disentangling for Text-to-Image Generation", CVPR 2019, 2019 (Oral) [PDF]
  6. Hongyang Li, David Eigen, Samuel Dodge, Matt Zeiler, and Xiaogang Wang, "Finding Task-relevant Features for Few-shot Learning by Cateogry Traversal", CVPR 2019, 2019 (Oral) [PDF] [Code]
  7. Yuying Ge, Ruimao Zhang, Xiaoou Tang, Xiaogang Wang, and Ping Luo, "DeepFashion2: A Versatile Benchmark for Detection, Pose Estimation, Segmentation and Retrieval of Clothing Images", CVPR 2019, 2019 [PDF]
  8. Wenqi Shao, Tianjian Meng, Jingyu Li, Ruimao Zhang, Yudian Li, Xiaogang Wang, and Ping Luo, "SSN: Learning Sparse Switchable Normalization via SparsestMax", CVPR 2019, 2019 [PDF] [Code]
  9. Sheng Jin, Wentao Liu, and Wanli Ouyang, "Multi-person Articulated Tracking with Spatial and Temporal Embeddings", CVPR 2019, 2019 [PDF]
  10. Rui Su, Wanli Ouyang, Luping Zhou, and Dong Xu, "Improving Action Localization by Progressive Cross-stream Cooperation", CVPR 2019, 2019 [PDF]
  11. Pu Zhang, Wanli Ouyang, and Jianru Xue, "SR-LSTM: State Refinement for LSTM towards Pedestrian Trajectory Prediction", CVPR 2019, 2019 [PDF]
  12. Chunfeng Song, Yan Huang, Liang Wang, and Wanli Ouyang, "Box-driven Class-wise Region Masking and Filling Rate Guided Loss for Weakly Supervised Semantic Segmentation", CVPR 2019, 2019 [PDF]
  13. Buyu Li, Wanli Ouyang, Lu Sheng, Xingyu Zeng, and Xiaogang Wang, "GS3D: An Efficient 3D Object Detection Framework for Autonomous Driving", CVPR 2019, 2019 [PDF]
  14. Guo Lu,Wanli Ouyang, Zhiyong Gao, and Dong Xu, "DVC: An End-to-end Deep Video Compression Framework", CVPR 2019, 2019 (Oral) [PDF]
  15. Xiao Zhang, Rui Zhao, Junjie Yan, Mengya Gao, Yu Qiao, Xiaogang Wang, and Hongsheng Li, "P2SGrad: Refined Gradients for Optimizing Deep Face Models", CVPR 2019, 2019 [PDF]
  16. Xiao Zhang, Rui Zhao, Yu Qiao, Xiaogang Wang, and Hongsheng Li, "AdaCos: Adaptively Scaling Cosine Logit for Learning Deep Face Representation", CVPR 2019, 2019 (Oral) [PDF]
  17. Rui Liu, Yu Liu, Xiaogang Wang, and Hongsheng Li, "Conditional Adversarial Generative Flow for Controllable Image Synthesis", CVPR 2019, 2019 [PDF]
  18. Peng Gao, Haoxuan You, Zhengkai Jiang, Pan Lu, Steven Hoi, Xiaogang Wang, and Hongsheng Li, "Dynamic Fusion with Intra- and Inter-modality Attention Flow for Visual Question Answering", CVPR 2019, 2019 (Oral) [PDF]
  19. Xiaoyang Guo, Kai Yang, Wukui Yang, Xiaogang Wang, and Hongsheng Li, "Group-wise Correlation Stereo Network", CVPR 2019, 2019 [PDF] [Code]
  20. Shaoshuai Shi, Xiaogang Wang, and Hongsheng Li, "PointRCNN: 3D Object Proposal Generation and Detection from Point Cloud", CVPR 2019, 2019 [PDF] [Code]
  21. Xihui Liu, Zihao Wang, Jing Shao, Xiaogang Wang, and Hongsheng Li, "Improving Referring Expression Grounding with Cross-modal Attention-guided Erasing", CVPR 2019, 2019 [PDF]
  22. Guorun Yang, Xiao Song, Chaoqin Huang, Zhidong Deng, Jianping Shi, and Bolei Zhou, "DrivingStereo: A Large-Scale Dataset for Stereo Matching in Autonomous Driving Scenarios", CVPR 2019, 2019 [PDF]
  23. Xintao Wang, Ke Yu, Chao Dong, Xiaoou Tang, and Chen Change Loy, "Deep Network Interpolation for Continuous Imagery Effect Transition", CVPR 2019, 2019 [PDF] [Code] [Project Page]
  24. Wenyan Wu, Kaidi Cao, Cheng Li, Chen Qian, and Chen Change Loy, "Geometry-Aware Unsupervised Image-to-Image Translation", CVPR 2019, 2019 [PDF]
  25. Yining Li, Chen Huang, and Chen Change Loy, "Dense Intrinsic Appearance Flow for Human Pose Transfer", CVPR 2019, 2019 [PDF] [Code] [Project Page]
  26. Rui Xu, Xiaoxiao Li, Bolei Zhou, and Chen Change Loy, "Deep Flow Guided Video Inpainting", CVPR 2019, 2019 [PDF]
  27. Minghao Guo, Zhao Zhong, Wei Wu, Dahua Lin, and Junjie Yan, "IRLAS: Inverse Reinforcement Learning for Architecture Search", CVPR 2019, 2019 [PDF]
  28. Jiaqi Wang, Kai Chen, Shuo Yang, Chen Change Loy, and Dahua Lin, "Region Proposal by Guided Anchoring", CVPR 2019, 2019 [PDF] [Code]
  29. Kai Chen, Jiangmiao Pang, Jiaqi Wang, Yu Xiong, Xiaoxiao Li, Shuyang Sun, Wansen Feng, Ziwei Liu, Jianping Shi, Wanli Ouyang, Chen Change Loy, and Dahua Lin, "Hybrid Task Cascade for Instance Segmentation", CVPR 2019, 2019 [PDF] [Code] [Demo]
  30. Lei Yang, Xiaohang Zhan, Dapeng Chen, Junjie Yan, Chen Change Loy, and Dahua Lin, "Learning to Cluster Faces on an Affinity Graph", CVPR 2019, 2019 (Oral) [PDF] [Code] [Project Page]
  31. Saihui Hou, Xinyu Pan, Zilei Wang, Chen Change Loy, and Dahua Lin, "Learning a Unified Classifier Incrementally via Rebalancing", CVPR 2019, 2019 [PDF] [Code] [Project Page]
  32. Jiangmiao Pang, Kai Chen, Jianping Shi, Huajun Feng, Wanli Ouyang, and Dahua Lin, "Libra R-CNN: Balanced Learning for Object Detection", CVPR 2019, 2019 [PDF] [Code]
  33. Xiaohang Zhan, Xingang Pan, Ziwei Liu, Dahua Lin, and Chen Change Loy, "Self-Supervised Learning via Conditional Motion Propagation", CVPR 2019, 2019 [PDF] [Code] [Demo] [Project Page]
  34. Xinge Zhu, Jiangmiao Pang, Ceyuan Yang, Jianping Shi, and Dahua Lin, "Adapting Object Detectors via Selective Cross-Domain Alignment", CVPR 2019, 2019 [PDF]
  35. Hongyang Li, Bo Dai, Shaoshuai Shi, Wanli Ouyang, and Xiaogang Wang, "FEATURE INTERTWINER FOR OBJECT DETECTION", ICLR 2019, 2019 [PDF] [Code]
  36. Ping Luo, Jiamin Ren, Zhanglin Peng, Ruimao Zhang, and Jingyu Li, "Differentiable Learning-to-Normalize via Switchable Normalization", ICLR 2019, 2019 [PDF]
  37. Ping Luo, Xinjiang Wang, Wenqi Shao, and Zhanglin Peng, "Towards Understanding Regularization in Batch Normalization", ICLR 2019, 2019 [PDF]
  38. Weidong Yin, Ziwei Liu, and Chen Change Loy, "Instance-level Facial Attributes Transfer with Geometry-aware Flow", AAAI 2019, 2019 (Spotlight) [PDF] [Code] [Project Page]
  39. Yuenan Hou, Zheng Ma, Chunxiao Liu, and Chen Change Loy, "Learning to Steer by Mimicking Features from Heterogeneous Auxiliary Networks", AAAI 2019, 2019 (Oral) [PDF] [Code] [Project Page]
  40. Buyu Li, Yu Liu, and Xiaogang Wang, "Gradient Harmonized Single-Stage Detector", AAAI 2019, 2019 (Oral) [PDF] [Code]
  41. Hang Zhou, Yu Liu, Ziwei Liu, Ping Luo, and Xiaogang Wang, "Talking Face Generation by Adversarially Disentangled Audio-Visual Representation", AAAI 2019, 2019 (Oral) [PDF] [Code] [Demo] [Project Page]
  42. Mingyang Liang, Xiaoyang Guo, You Song, Hongsheng Li, and Xiaogang Wang, "Unsupervised Cross-spectral Stereo Matching by Learning to Synthesize", AAAI 2019, 2019 (Oral) [PDF]
  43. Kui Xu, Zhe Wang, Jianping Shi, Hongsheng Li, and Qiangfeng Cliff Zhang, "A^2-Net: Molecular Structure Estimation for Cryo-EM Density Volumes", AAAI 2019, 2019 [PDF]

  44. 2018

  45. Han Zhang, Tao Xu, Hongsheng Li, Shaoting Zhang, Xiaogang Wang, Xiaolei Huang, and Dimitris Metaxas, "StackGAN++: Realistic Image Synthesis with Stacked Generative Adversarial Networks", TPAMI 2018, 2018 [PDF]
  46. Limin Wang, Yuanjun Xiong, Yu Qiao, Dahua Lin, Xiaoou Tang, and Luc Van Gool, "Temporal Segment Networks for Action Recognition in Videos", TPAMI 2018, 2018 [PDF]
  47. Dan Xu, Elisa Ricci, Wanli Ouyang, Xiaogang Wang, and Nicu Sebe, "Monocular Depth Estimation using Multi-Scale Continuous CRFs as Sequential Deep Networks", TPAMI 2018, 2018 [PDF]
  48. Hongyang Li, Yu Liu, Wanli Ouyang, and Xiaogang Wang, "Zoom out-and-in network with map attention decision for region proposal and object detection", IJCV 2018, 2018 [PDF]
  49. Ding Liu, Bihan Wen, Yuchen Fan, Chen Change Loy, and Thomas S. Huang, "Non-Local Recurrent Network for Image Restoration", NIPS 2018, 2018 [PDF]
  50. Shuyang Sun, Jiangmiao Pang, Jianping Shi, Shuai Yi, and Wanli Ouyang, "FishNet: a Versatile Backbone for Image, Region, and Pixel Level Prediction", NIPS 2018, 2018 [PDF]
  51. Yixiao Ge, Zhuowan Li, Haiyu Zhao, Shuai Yi, Xiaogang Wang, and Hongsheng Li, "FD-GAN: Pose-guided Feature Distilling GAN for Robust Person Re-identification", NIPS 2018, 2018 [PDF] [Code]
  52. Yue Zhao, Yuanjun Xiong, and Dahua Lin, "Trajectory Convolution for Action Recognition", NIPS 2018, 2018 [PDF]
  53. Bo Dai, Sanja Fidler, and Dahua Lin, "A Neural Compositional Paradigm for Image Captioning", NIPS 2018, 2018 [PDF] [Code]
  54. Xinge Zhu, Zhichao Yin, Jianping Shi, Hongsheng Li, and Dahua Lin, "Generative Adversarial Frontal View to Bird View Synthesis", 3DV 2018, 2018 (Oral) [PDF] [Code]
  55. Fei Wang, Liren Chen, Cheng Li, Shiyao Huang, Yanjie Chen, Chen Qian, and Chen Change Loy, "The Devil of Face Recognition is in the Noise", ECCV 2018, 2018 [PDF]
  56. Wayne Wu, Yunxuan Zhang, Cheng Li, Chen Qian, and Chen Change Loy, "ReenactGAN: Learning to Reenact Faces via Boundary Transfer", ECCV 2018, 2018 [PDF]
  57. Xiaoxiao Li, and Chen Change Loy, "Video Object Segmentation with Joint Re-identification and Attention-Aware Mask Propagation", ECCV 2018, 2018 [PDF]
  58. Guojun Yin, Lu Sheng, Bin Liu, Nenghai Yu, Xiaogang Wang, Jing Shao, and Chen Change Loy, "Zoom-Net: Mining Deep Feature Interactions for Visual Relationship Recognition", ECCV 2018, 2018 [PDF] [Project Page]
  59. Guo Lu, Wanli Ouyang, Dong Xu, Xiaoyun Zhang, Zhiyong Gao, and Ming-Ting Sun, "Deep Kalman Filtering Network for Video Compression Artifact Reduction", ECCV 2018, 2018 [PDF]
  60. Yi Wei, Xinyu Pan, Hongwei Qin, Wanli Ouyang, and Junjie Yan, "Quantization Mimic: Towards Very Tiny CNN for Object Detection", ECCV 2018, 2018 [PDF]
  61. Di Chen, Shanshan Zhang, Wanli Ouyang, Jian Yang, and Ying Tai, "Person Search via A Mask-guided Two-stream CNN Model", ECCV 2018, 2018 [PDF]
  62. Dongang Wang, Wanli Ouyang, Wen Li, and Dong Xu, "Dividing and Aggregating Network for Multi-view Action Recognition", ECCV 2018, 2018 [PDF]
  63. Yu Liu, Guanglu Song, Jing Shao, Xiao Jin, and Xiaogang Wang, "Transductive Centroid Projection for Semi-supervised Large-scale Recognition", ECCV 2018, 2018 [PDF]
  64. Hongyang Li, Bo Dai, Wanli Ouyang, Xiaoyang Guo, and Xiaogang Wang, "Neural Network Encapsulation", ECCV 2018, 2018 [PDF] [Code]
  65. Yikang Li, Wanli Ouyang, Bolei Zhou, Xiao Chu, Chao Zhang, and Xiaogang Wang, "Factorizable Net: An Efficient Subgraph-based Framework for Scene Graph Generation", ECCV 2018, 2018 [PDF]
  66. Dapeng Chen, Hongsheng Li, Xihui Liu, Yantao Shen, Jing Shao, and Xiaogang Wang, "Improving Deep Visual Representation for Person Re-identification by Global and Local Image-language Association", ECCV 2018, 2018 [PDF]
  67. Yantao Shen, Hongsheng Li, Shuai Yi, Dapeng Chen, and Xiaogang Wang, "Person Re-identification with Deep Similarity-Guided Graph Neural Network", ECCV 2018, 2018 [PDF]
  68. Xiaoyang Guo, Hongsheng Li, Shuai Yi, Jimmy Ren, and Xiaogang Wang, "Learning Monocular Depth by Distilling Cross-domain Stereo Networks", ECCV 2018, 2018 [PDF] [Code] [Demo]
  69. Peng Gao, Hongsheng Li, Shuang Li, Pan Lu, Yikang Li, Steven C.H. Hoi, and Xiaogang Wang, "Question-Guided Hybrid Convolution for Visual Question Answering", ECCV 2018, 2018 [PDF]
  70. Xihui Liu, Hongsheng Li, Jing Shao, Dapeng Chen, and Xiaogang Wang, "Show, Tell and Discriminate: Image Captioning by Self-retrieval with Partially Labeled Data", ECCV 2018, 2018 [PDF]
  71. Ceyuan Yang, Zhe Wang, Xinge Zhu, Chen Huang, Jianping Shi, and Dahua Lin, "Pose Guided Human Video Generation", ECCV 2018, 2018 [PDF]
  72. Xinge Zhu, Hui Zhou, Ceyuan Yang, Jianping Shi, and Dahua Lin, "Penalizing Top Performers: Conservative Loss for Semantic Segmentation Adaptation", ECCV 2018, 2018 [PDF]
  73. Yilei Xiong, Bo Dai, and Dahua Lin, "Move Forward and Tell: A Progressive Generator of Video Descriptions", ECCV 2018, 2018 [PDF]
  74. Bo Dai, Deming Ye, and Dahua Lin, "Rethinking the Form of Latent States in Image Captioning", ECCV 2018, 2018 [PDF] [Code]
  75. Xingang Pan, Ping Luo, Jianping Shi, and Xiaoou Tang, "Two at Once: Enhancing Learning and Generalization Capacities via IBN-Net", ECCV 2018, 2018 [PDF] [Code]
  76. Xiaohang Zhan, Ziwei Liu, Junjie Yan, Dahua Lin, and Chen Change Loy, "Consensus-Driven Propagation in Massive Unlabeled Data for Face Recognition", ECCV 2018, 2018 [PDF] [Code] [Project Page]
  77. Saihui Hou*, Xinyu Pan*, Chen Change Loy, Zilei, Wang, and Dahua Lin, "Lifelong Learning via Progressive Distillation and Retrospection", ECCV 2018, 2018 [PDF] [Code] [Project Page]
  78. Qingqiu Huang, Wentao Liu, and Dahua Lin, "Person Search in Videos with One Portrait Through Visual and Temporal Links", ECCV 2018, 2018 [PDF] [Demo] [Project Page]
  79. Hengshuang Zhao*, Yi Zhang*, Shu Liu, Jianping Shi, Chen Change Loy, Dahua Lin, and Jiaya Jia, "PSANet: Point-wise Spatial Attention Network for Scene Parsing", ECCV 2018, 2018 [PDF]
  80. Dian Shao*, Yu Xiong*, Yue Zhao, Qingqiu Huang, Yu Qiao, and Dahua Lin, "Find and Focus: Retrieve and Localize Video Events with Natural Language Queries", ECCV 2018, 2018 [PDF] [Project Page]
  81. Yu Liu*, Fangyin Wei*, Jing Shao*, Lu Sheng, Junjie Yan, and Xiaogang Wang, "Exploring Disentangled Feature Representation Beyond Face Identification", CVPR 2018, 2018 [PDF]
  82. Lu Sheng, Ziyi Lin, Jing Shao, and Xiaogang Wang, "Avatar-Net: Multi-scale Zero-shot Style Transfer by Feature Decoration", CVPR 2018, 2018 [PDF] [Code] [Project Page]
  83. Shuang Li, Slawomir Bak, Peter Carr, and Xiaogang Wang, "Diversity Regularized Spatiotemporal Attention for Video-based Person Re-identification", CVPR 2018, 2018 [PDF]
  84. Chunfeng Song, Yan Huang, Wanli Ouyang, and Liang Wang, "Mask-guided Contrastive Attention Model for Person Re-Identification", CVPR 2018, 2018 [PDF]
  85. Dan Xu, Wanli Ouyang, Xiaogang Wang, and Nicu Sebe, "PAD-Net: Multi-Tasks Guided Prediciton-and-Distillation Network for Simultaneous Depth Estimation and Scene Parsing", CVPR 2018, 2018 [PDF]
  86. Shuyang Sun, Zhanghui Kuang, Lu Sheng, Wanli Ouyang, and Wei Zhang, "Optical Flow Guided Feature: A Motion Representation for Video Action Recognition", CVPR 2018, 2018 [PDF]
  87. Weichen Zhang, Wanli Ouyang, Dong Xu, and Wen Li, "Collaborative and Adversarial Network for Unsupervised domain adaptation", CVPR 2018, 2018 (Spotlight) [PDF]
  88. Wei Yang, Wanli Ouyang, Xiaolong Wang, and Xiaogang Wang, "3D Human Pose Estimation in the Wild by Adversarial Learning", CVPR 2018, 2018 [PDF]
  89. YuWu, Yutian Lin, Xuanyi Dong, Yan Yan, Wanli Ouyang, and Yi Yang, "Exploit the Unknown Gradually: One-Shot Video-Based Person Re-Identification by Stepwise Learning", CVPR 2018, 2018 [PDF]
  90. Jing Xu, Rui Zhao, Feng Zhu, Huaming Wang, and Wanli Ouyang, "Attention-aware Compositional Network for Person Re-Identification", CVPR 2018, 2018 [PDF]
  91. Yikang Li, Nan Duan, Bolei Zhou, Xiao Chu, Wanli Ouyang, and Xiaogang Wang, "Visual Question Generation as Dual Task of Visual Question Answering", CVPR 2018, 2018 (Spotlight) [PDF]
  92. Xuanyi Dong, Yan Yan, Wanli Ouyang, and Yi Yang, "Style Aggregated Network for Facial Landmark Detection", CVPR 2018, 2018 [PDF]
  93. Maoqing Tian, Hongsheng Li, Shuai Yi, Xuesen Zhang, Jianping Shi, Junjie Yan, and Xiaogang Wang, "Eliminating Background-bias for Robust Person Re-identification", CVPR 2018, 2018 [PDF]
  94. Dapeng Chen, Dan Xu, Hongsheng Li, Nicu Sebe, and Xiaogang Wang, "Group Consistent Similarity Learning via Deep CRFs for Person Re-Identification", CVPR 2018, 2018 (Oral) [PDF]
  95. Dapeng Chen, Hongsheng Li, Tong Xiao, Shuai Yi, and Xiaogang Wang, "Video Person Re-identification with Competitive Snippet-similarity Aggregation and Co-attentive Snippet Embedding", CVPR 2018, 2018 [PDF]
  96. Yantao Shen, Hongsheng Li, Tong Xiao, Shuai Yi, Dapeng Chen, and Xiaogang Wang, "Deep Group-shuffling Random Walk for Person Re-identification", CVPR 2018, 2018 [PDF]
  97. Yantao Shen, Tong Xiao, Hongsheng Li, Shuai Yi, and Xiaogang Wang, "End-to-End Deep Kronecker-Product Matching for Person Re-identification", CVPR 2018, 2018 [PDF]
  98. Yongming Rao, Dahua Lin, and Jiwen Lu, "Learning Globally Optimized Object Detector via Policy Gradient", CVPR 2018, 2018 (Spotlight) [PDF]
  99. Yule Li, Jianping Shi, and Dahua Lin, "Low-Latency Video Semantic Segmentation", CVPR 2018, 2018 (Spotlight) [PDF]
  100. Yue Zhao, Yuanjun Xiong, and Dahua Lin, "Recognize Actions by Disentangling Components of Dynamics", CVPR 2018, 2018 [PDF]
  101. Zhirong Wu, Yuanjun Xiong, Stella Yu, and Dahua Lin, "Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination", CVPR 2018, 2018 (Spotlight) [PDF]
  102. Yujun Shen, Ping Luo, Junjie Yan, Xiaogang Wang, and Xiaoou Tang, "FaceID-GAN: Learning a Symmetry Three-Player GAN for Identity-Preserving Face Synthesis", CVPR 2018, 2018 [PDF]
  103. Qingqiu Huang, Yu Xiong, and Dahua Lin, "Unifying Identification and Context Learning for Person Recognition", CVPR 2018, 2018 [PDF] [Project Page]
  104. Kai Chen, Jiaqi Wang, Shuo Yang, Xingcheng Zhang, Yuanjun Xiong, Chen Change Loy, and Dahua Lin, "Optimizing Video Object Detection via a Scale-Time Lattice", CVPR 2018, 2018 [PDF] [Demo] [Project Page]
  105. Kaidi Cao, Yu Rong, Cheng Li, Xiaoou Tang, and Chen Change Loy, "Pose-Robust Face Recognition via Deep Residual Equivariant Mapping", CVPR 2018, 2018 [PDF] [Code] [Project Page]
  106. Xintao Wang, Ke Yu, Chao Dong, and Chen Change Loy, "Recovering Realistic Texture in Image Super-resolution by Spatial Feature Modulation", CVPR 2018, 2018 [PDF] [Code] [Project Page]
  107. Ke Yu, Chao Dong, Liang Lin, and Chen Change Loy, "Crafting a Toolchain for Image Restoration by Deep Reinforcement Learning", CVPR 2018, 2018 (Spotlight) [PDF] [Code] [Project Page]
  108. Tak Wai Hui, Xiaoou Tang, and Chen Change Loy, "LiteFlowNet: A Lightweight Convolutional Neural Network for Optical Flow Estimation", CVPR 2018, 2018 (Spotlight) [PDF]
  109. Guanglu Song, Biao Leng, Yu Liu, Congrui Hetang, and Shaofan Cai, "Region based Quality Estimation Network for Person Re-identification", AAAI 2018, 2018 [PDF]
  110. Pan Lu, Hongsheng Li, Wei Zhang, Jianyong Wang, and Xiaogang Wang, "Co-attending Free-form Regions and Detections with Multi-modal Multiplicative Feature Embedding for Visual Question Answering", AAAI 2018, 2018 [PDF]
  111. Yue He, Kaidi Cao, Cheng Li, and Chen Change Loy, "Merge or Not? Learning to Group Faces via Imitation Learning", AAAI 2018, 2018 (Spotlight) [PDF]
  112. Xingang Pan, Jianping Shi, Ping Luo, Xiaogang Wang, and Xiaoou Tang, "Spatial As Deep: Spatial CNN for Traffic Scene Understanding", AAAI 2018, 2018 (Spotlight) [PDF] [Code] [Demo] [Project Page]
  113. Xiaohang Zhan, Ziwei Liu, Ping Luo, Xiaoou Tang, and Chen Change Loy, "Mix-and-Match Tuning for Self-supervised Semantic Segmentation", AAAI 2018, 2018 (Spotlight) [PDF] [Code] [Project Page]
  114. Zhiyu Min, and Dahua Lin, "Probabilistic Ensemble of Collaborative Filters", AAAI 2018, 2018 (Spotlight) [PDF]
  115. Xingcheng Zhang, Lei Yang, Junjie Yan, and Dahua Lin, "Accelerated Training for Massive Classification via Dynamic Class Selection", AAAI 2018, 2018 (Oral) [PDF] [Code]
  116. Sijie Yan, Yuanjun Xiong, and Dahua Lin, "Spatial Temporal Graph Convolutional Networks for Skeleton-Based Action Recognition", AAAI 2018, 2018 (Spotlight) [PDF] [Code]

  117. 2017

  118. Sijie Yan, Ziwei Liu, Ping Luo, Shi Qiu, Xiaogang Wang, and Xiaoou Tang, "Unconstrained Fashion Landmark Detection via Hierarchical Recurrent Transformer Networks", ACM MM 2017, ACM MM 2017 [PDF] [Code] [Demo] [Project Page]
  119. Dan Xu, Wanli Ouyang, Xavier Alameda-Pineda, Elisa Ricci, Xiaogang Wang, and Nicu Sebe, "Learning Deep Structured Multi-Scale Features using Attention-Gated CRFs for Contour Prediction", NIPS 2017, 2017 [PDF]
  120. Bo Dai, and Dahua Lin, "Contrastive Learning for Image Captioning", NIPS 2017, 2017 [PDF] [Code]
  121. Ziwei Liu, Raymond A. Yeh, Xiaoou Tang, Yiming Liu, and Aseem Agarwala, "Video Frame Synthesis using Deep Voxel Flow", ICCV 2017, 2017 (Oral) [PDF] [Code] [Demo] [Project Page]
  122. Kaipeng Zhang, Zhanpeng Zhang, Hao Wang, Zhifeng Li, Yu Qiao, and Wei Liu, "Detecting Faces Using Inside Cascaded Contextual CNN", ICCV 2017, 2017 [PDF]
  123. Yu Liu, Hongyang Li, Junjie Yan, Xiaogang Wang, and Xiaoou Tang, "Recurrent Scale Approximation for Object Detection in CNN", ICCV 2017, 2017 [PDF]
  124. Xihui Liu, Haiyu Zhao, Maoqing Tian, Lu Sheng, Jing Shao, Shuai Yi, Junjie Yan, and Xiaogang Wang, "HydraPlus-Net: Attentive Deep Features for Pedestrian Analysis", ICCV 2017, 2017 [PDF] [Project Page]
  125. Zhongdao Wang, Luming Tang, Xihui Liu, Zhuliang Yao, Shuai Yi, Jing Shao, Junjie Yan, Hongsheng Li, and Xiaogang Wang, "Orientation Invariant Feature Embedding and Spatial Temporal Re-ranking for Vehicle Re-identification", ICCV 2017, 2017 [PDF]
  126. Qi Chu, Wanli Ouyang, Hongsheng Li, Xiaogang Wang, and Nenghai Yu, "Online Multi-Object Tracking Using Single Object Tracker with Spatial and Temporal Attention", ICCV 2017, 2017 [PDF]
  127. Wei Yang, Shuang Li, Wanli Ouyang, Hongsheng Li, and Xiaogang Wang, "Learning Feature Pyramids for Human Pose Estimation", ICCV 2017, 2017 [PDF]
  128. Yikang Li, Bolei Zhou, Wanli Ouyang, Xiaogang Wang, and Kun Wang, "Scene Graph Generation from Objects, Phrases and Caption Regions", ICCV 2017, 2017 [PDF]
  129. Wanli Ouyang, Xiaogang Wang, Kun Wang, and Xin Zhu, "Learning Chained Deep Features and Classifiers for Cascade in Object Detection", ICCV 2017, 2017 [PDF]
  130. Han Zhang, Tao Xu, Hongsheng Li, Shaoting Zhang, Xiaogang Wang, Xiaolei Huang, and Dimitris Metaxas, "StackGAN: Text to Photo-realistic Image Synthesis with Stacked Generative Adversarial Networks", ICCV 2017, 2017 (Oral) [PDF]
  131. Yantao Shen, Tong Xiao, Hongsheng Li, Shuai Yi, and Xiaogang Wang, "Learning Deep Neural Networks for Vehicle Re-ID with Visual-spatio-temporal Path Proposals", ICCV 2017, 2017 [PDF]
  132. Shuang Li, Tong Xiao, Hongsheng Li, Wei Yang, and Xiaogang Wang, "Identity-Aware Textual-Visual Matching with Latent Co-attention,", ICCV 2017, 2017 [PDF]
  133. Ping Luo, Guangrun Wang, Liang Lin, and Xiaogang Wang, "Deep Dual Learning for Semantic Image Segmentation", ICCV 2017, 2017 [PDF]
  134. Yue Zhao, Yuanjun Xiong, Zhirong Wu, and Dahua Lin, "Temporal Action Detection with Structured Segment Networks", ICCV 2017, 2017 [PDF] [Code] [Project Page]
  135. Bo Dai, Sanja Fidler, Raquel Urtasun, and Dahua Lin, "Towards Diverse and Natural Image Descriptions via a Conditional GAN", ICCV 2017, 2017 (Oral) [PDF] [Code]
  136. Yining Li, Chen Huang, Xiaoou Tang, and Chen Change Loy, "Learning to Disambiguate by Asking Discriminative Questions", ICCV 2017, 2017 [PDF] [Project Page]
  137. Shizhan Zhu, Dahua Lin, Raquel Urtasun, Sanja Fidler, and Chen Change Loy, "Be Your Own Prada: Fashion Synthesis with Structural Coherence", ICCV 2017, 2017 [PDF]
  138. Shuo Yang, Ping Luo, Chen Change Loy, and Xiaoou Tang, "Faceness-Net: Face Detection through Deep Facial Part Responses", TPAMI 2017, 2017 [PDF]
  139. Ziwei Liu, Xiaoxiao Li, Ping Luo, Chen Change Loy, and Xiaoou Tang, "Deep Learning Markov Random Field for Semantic Segmentation", TPAMI 2017, 2017 [PDF] [Demo] [Project Page]
  140. Chen Huang, Chen Change Loy, and Xiaoou Tang, "Discriminative Sparse Neighbor Approximation for Imbalanced Learning", TNNLS 2017, 2017 [PDF]
  141. Yubin Deng, Chen Change Loy, and Xiaoou Tang, "Image Aesthetic Assessment: An Experimental Survey", SPM 2017, 2017 [PDF]
  142. Yunxuan Zhang, Li Liu, Cheng Li, and Chen Change Loy, "Quantifying Facial Age by Posterior of Age Comparisons", BMVC 2017, 2017 (Oral) [PDF]
  143. Ruohui Wang, and Dahua Lin, "Scalable Estimation of Dirichlet Process Mixture Models on Distributed Data", IJCAI 2017, 2017 (Oral) [PDF] [Code] [Demo] [Project Page]
  144. Zhizhong Li, and Dahua Lin, "Integrating Specialized Classifiers Based on Continuous Time Markov Chain", IJCAI 2017, 2017 (Oral) [PDF] [Code]
  145. Hengshuang Zhao, Jianping Shi, Xiaojuan Qi, Xiaogang Wang, and Jiaya Jia, "Pyramid Scene Parsing Network", CVPR 2017, 2017 [PDF]
  146. Haiyu Zhao, Maoqing Tian, Shuyang Sun, Jing Shao, Junjie Yan, Shuai Yi, Xiaogang Wang, and Xiaoou Tang, "Spindle Net: Person Re-Identification With Human Body Region Guided Feature Decomposition and Fusion", CVPR 2017, 2017 [PDF]
  147. Fei Wang, Mengqing Jiang, Chen Qian, Shuo Yang, Cheng Li, Honggang Zhang, Xiaogang Wang, and Xiaoou Tang, "Residual Attention Network for Image Classification", CVPR 2017, 2017 (Spotlight) [PDF]
  148. Dan Xu, Wanli Ouyang, Elisa Ricci, Xiaogang Wang, and Nicu Sebe, "Learning Cross-Modal Deep Representations for Robust Pedestrian Detection", CVPR 2017, 2017 [PDF]
  149. Xiao Chu, Wei Yang, Wanli Ouyang, Cheng Ma, Alan L. Yuille, and Xiaogang Wang, "Multi-Context Attention for Human Pose Estimation", CVPR 2017, 2017 [PDF]
  150. Yikang Li, Wanli Ouyang, Xiaogang Wang, and Xiaoou Tang, "ViP-CNN: Visual Phrase Guided Convolutional Neural Network", CVPR 2017, 2017 [PDF]
  151. Feng Zhu, Hongsheng Li, Wanli Ouyang, Nenghai Yu, and Xiaogang Wang, "Learning Spatial Regularization With Image-Level Supervisions for Multi-Label Image Classification", CVPR 2017, 2017 [PDF]
  152. Shuang Li, Tong Xiao, Hongsheng Li, Bolei Zhou, Dayu Yue, and Xiaogang Wang, "Person Search With Natural Language Description", CVPR 2017, 2017 [PDF]
  153. Kai Kang, Hongsheng Li, Tong Xiao, Wanli Ouyang, Junjie Yan, Xihui Liu, and Xiaogang Wang, "Object Detection in Videos with Tubelet Proposal Networks", CVPR 2017, 2017 [PDF]
  154. Dan Xu, Elisa Ricci, Wanli Ouyang, Xiaogang Wang, and Nicu Sebe, "Multi-Scale Continuous CRFs as Sequential Deep Networks for Monocular Depth Estimation", CVPR 2017, 2017 (Spotlight) [PDF]
  155. Tong Xiao, Shuang Li, Bochao Wang, Liang Lin, and Xiaogang Wang, "Joint Detection and Identification Feature Learning for Person Search", CVPR 2017, 2017 (Spotlight) [PDF]
  156. Guangrun Wang, Ping Luo, Liang Lin, and Xiaogang Wang, "Learning Object Interactions and Descriptions for Semantic Image Segmentation", CVPR 2017, 2017 [PDF]
  157. Limin Wang, Yuanjun Xiong, Dahua Lin, and Luc Van Gool, "UntrimmedNets for Weakly Supervised Action Recognition and Detection", CVPR 2017, 2017 [PDF]
  158. Xingcheng Zhang, Zhizhong Li, Chen Change Loy, and Dahua Lin, "PolyNet: A Pursuit of Structural Diversity in Very Deep Networks", CVPR 2017, 2017 [PDF] [Code] [Project Page]
  159. Xiaoxiao Li, Ziwei Liu, Ping Luo, Chen Change Loy, and Xiaoou Tang, "Not All Pixels Are Equal: Difficulty-Aware Semantic Segmentation via Deep Layer Cascade", CVPR 2017, 2017 (Spotlight) [PDF] [Code] [Demo] [Project Page]
  160. Kai Chen, Hang Song, Chen Change Loy, and Dahua Lin, "Discover and Learn New Objects from Documentaries", CVPR 2017, 2017 (Spotlight) [PDF] [Project Page]
  161. Bo Dai, Yuqi Zhang, and Dahua Lin, "Detecting Visual Relationships with Deep Relational Networks", CVPR 2017, 2017 (Oral) [PDF] [Code]

  162. 2016

  163. Wanli Ouyang, Xingyu Zeng, and Xiaogang Wang, "Learning Mutual Visibility Relationship for Pedestrian Detection with a Deep Model", IJCV 2016, 2016 [PDF]
  164. Yi Sun, Xiaogang Wang, and Xiaoou Tang, "Hybrid Deep Learning for Face Verification", TPAMI 2016, 2016 [PDF]
  165. Zifeng Wu, Yongzhen Huang, Liang Wang, Xiaogang Wang, and Tieniu Tan, "A Comprehensive Study on Cross-View Gait Based Human Identification with Deep CNNs", TPAMI 2016, 2016 [PDF]
  166. Shuai Yi, Xiaogang Wang, Cewu Lu, and Jiaya Jia, "L0 Regularized Stationary-time Estimation for Crowd Analysis", TPAMI 2016, 2016 [PDF]
  167. Wanli Ouyang, Xiaogang Wang, Xingyu Zeng, Shi Qiu, Ping Luo, Yonglong Tian, Hongsheng Li, Shuo Yang, Zhe Wang, Chen-Change Loy, and Xiaoou Tang, "DeepID-Net: Object Detection with Deformable Deep Convolutional Neural Networks", TPAMI 2016, 2016 [PDF]
  168. Jing Shao, Chen Change Loy, and Xiaogang Wang, "Learning Scene-Independent Group Descriptors for Crowd Understanding", TCVST 2016, 2016 [PDF]
  169. Jing Shao, Chen Change Loy, Kai Kang, and Xiaogang Wang, "Crowded Scene Understanding by Deeply Learned Volumetric Slices", TCVST 2016, 2016 [PDF]
  170. Zhiyi Cheng, Xiaoxiao Li, and Chen Change Loy, "Pedestrian Color Naming via Convolutional Neural Network", ACCV 2016, 2016 (Oral) [PDF]
  171. Ping Luo, Zhenyao Zhu, Ziwei Liu, Xiaogang Wang, and Xiaoou Tang, "Face Model Compression by Distilling Knowledge from Neurons", AAAI 2016, 2016 (Oral) [PDF] [Code] [Project Page]
  172. Pan He, Weilin Huang, Yu Qiao, Chen Change Loy, and Xiaoou Tang, "Reading Scene Text in Deep Convolutional Sequences", AAAI 2016, 2016 (Oral) [PDF]
  173. Xiao Chu, Wanli Ouyang, hongsheng Li, and Xiaogang Wang, "CRF-CNN: Modeling Structured Information in Human Pose Estimation", NIPS 2016, 2016 [PDF]
  174. Chen Huang, Chen Change Loy, and Xiaoou Tang, "Local Similarity-Aware Deep Feature Embedding", NIPS 2016, 2016 [PDF]
  175. Zhuoyi Zhao, Hongsheng Li, Rui Zhao, and Xiaogang Wang, "Crossing-line Crowd Counting with Two-phase Deep Neural Networks", ECCV 2016, 2016 [PDF]
  176. Xingyu Zeng, Wanli Ouyang, Bin Yang, Junjie Yan, and Xiaogang Wang, "Gated Bi-directional CNN for Object Detection", ECCV 2016, 2016 [PDF]
  177. Li Liu, Paul Fieguth, Xiaogang Wang, Matti Pietikainen, and Dewen Hu, "Evaluation of LBP and Deep Texture Descriptors with A New Robustness Benchmark", ECCV 2016, 2016 [PDF]
  178. Ziwei Liu, Sijie Yan, Ping Luo, Xiaogang Wang, and Xiaoou Tang, "Fashion Landmark Detection in the Wild", ECCV 2016, 2016 [PDF] [Code] [Project Page]
  179. Shuai Yi, Hongsheng Li, and Xiaogang Wang, "Pedestrian Behavior Understanding and Prediction with Deep Neural Networks", ECCV 2016, 2016 [Project Page]
  180. Zhe Wang, Hongsheng Li, Wanli Ouyang, and Xiaogang Wang, "Learnable Histogram: Statistical Context Features for Deep Neural Networks", ECCV 2016, 2016 [PDF]
  181. Zhanpeng Zhang, Ping Luo, Chen Change Loy, and Xiaoou Tang, "Joint Face Representation Adaption and Clustering in Videos", ECCV 2016, 2016 [PDF]
  182. Yining Li, Chen Huang, Chen Change Loy, and Xiaoou Tang, "Human Attribute Recognition by Deep Hierarchical Contexts", ECCV 2016, 2016 [PDF] [Project Page]
  183. Wu Shi, Chen Change Loy, and Xiaoou Tang, "Deep Specialized Network for Illuminant Estimation", ECCV 2016, 2016 [PDF]
  184. Shizhan Zhu, Sifei Liu, Chen Change Loy, and Xiaoou Tang, "Deep Cascaded Bi-Network for Face Hallucination", ECCV 2016, 2016 [PDF]
  185. Tak Wai Hui, Chen Change Loy, and Xiaoou Tang, "Depth Map Super Resolution by Deep Multi-Scale Guidance", ECCV 2016, 2016 [PDF]
  186. Dong Chao, Chen Change Loy, and Xiaoou Tang, "Accelerating the Super-Resolution Convolutional Neural Network", ECCV 2016, 2016 [PDF]
  187. Zhirong Wu, Dahua Lin, and Xiaoou Tang, "Deep Markov Random Field for Image Modeling", ECCV 2016, 2016 [PDF]
  188. Limin Wang, Yuanjun Xiong, Zhe Wang, Yu Qiao, Dahua Lin, Xiaoou Tang, and Luc Van Gool, "Towards Good Practices for Very Deep Two-Stream Convolutional Networks", ECCV 2016, 2016 [PDF]
  189. Hongyang Li, Wanli Ouyang, and Xiaogang Wang, "MBA: Multi-Bias Non-linear Activation in Deep Neural Networks", ICML 2016, 2016 [PDF]
  190. Limin Wang, Yu Qiao, Xiaoou Tang, and Luc Van Gool, "Actionness Estimation Using Hybrid Fully Convolutional Networks", CVPR 2016, 2016 [PDF]
  191. Yi Sun, Xiaogang Wang, and Xiaoou Tang, "Sparsifying Neural Network Connections for Face Recognition", CVPR 2016, 2016 [PDF]
  192. Wanli Ouyang, Xiaogang Wang, Cong Zhang, and Xiaokang Yang, "Factors in Finetuning Deep Model for Object Detection With Long-Tail Distribution", CVPR 2016, 2016 (Spotlight) [PDF]
  193. Ziwei Liu, Ping Luo, Shi Qiu, Xiaogang Wang, and Xiaoou Tang, "DeepFashion: Powering Robust Clothes Recognition and Retrieval With Rich Annotations", CVPR 2016, 2016 [PDF] [Code] [Project Page]
  194. Lijun Wang, Wanli Ouyang, Xiaogang Wang, and Huchuan Lu, "STCT: Sequentially Training Convolutional Networks for Visual Tracking", CVPR 2016, 2016 [PDF]
  195. Kai Kang, Wanli Ouyang, Hongsheng Li, and Xiaogang Wang, "Object Detection From Video Tubelets With Convolutional Neural Networks", CVPR 2016, 2016 (Spotlight) [PDF]
  196. Tong Xiao, Hongsheng Li, Wanli Ouyang, and Xiaogang Wang, "Learning Deep Feature Representations With Domain Guided Dropout for Person Re-Identification", CVPR 2016, 2016 [PDF]
  197. Wei Yang, Wanli Ouyang, Hongsheng Li, and Xiaogang Wang, "End-To-End Learning of Deformable Mixture of Parts and Deep Convolutional Neural Networks for Human Pose Estimation", CVPR 2016, 2016 (Oral) [PDF]
  198. Xiao Chu, Wanli Ouyang, Hongsheng Li, and Xiaogang Wang, "Structured Feature Learning for Pose Estimation", CVPR 2016, 2016 (Spotlight) [PDF]
  199. Chen Huang, Yining Li, Chen Change Loy, and Xiaoou Tang, "Learning Deep Representation for Imbalanced Classification", CVPR 2016, 2016 (Spotlight) [PDF] [Project Page]
  200. Chen Huang, Chen Change Loy, and Xiaoou Tang, "Unsupervised Learning of Discriminative Attributes and Visual Representation", CVPR 2016, 2016 [PDF]
  201. Shizhan Zhu, Cheng Li, Chen Change Loy, and Xiaoou Tang, "Unconstrained Face Alignment via Cascaded Compositional Learning", CVPR 2016, 2016 [PDF]
  202. Qian Yu, Feng Liu, Yizhe Song, Tao Xiang, Timothy M. Hospedales, and Chen Change Loy, "Sketch Me That Shoe", CVPR 2016, 2016 (Oral) [PDF]
  203. Shuo Yang, Ping Luo, Chen Change Loy, and Xiaoou Tang, "WIDER FACE: A Face Detection Benchmark", CVPR 2016, 2016 (Oral) [PDF]
  204. Jing Shao, Chen Change Loy, Kai Kang, and Xiaogang Wang, "Slicing Convolutional Neural Network for Crowd Video Understanding", CVPR 2016, 2016 (Spotlight) [PDF] [Code] [Demo] [Project Page]

  205. 2015

  206. Shuo Yang, Ping Luo, Chen Change Loy, and Xiaoou Tang, "From Facial Part Responses to Face Detection: A Deep Learning Approach", ICCV 2015, 2015 [PDF]
  207. Zhanpeng Zhang, Ping Luo, Chen Change Loy, and Xiaoou Tang, "Learning Social Relation Traits from Face Images", ICCV 2015, 2015 [PDF]
  208. Chao Dong, Yubin Deng, Chen Change Loy, and Xiaoou Tang, "Compression Artifacts Reduction by a Deep Convolutional Network", ICCV 2015, 2015 [PDF]
  209. Ziwei Liu, Xiaoxiao Li, Ping Luo, Chen Change Loy, and Xiaoou Tang, "Semantic Image Segmentation via Deep Parsing Network", ICCV 2015, 2015 (Oral) [PDF]
  210. Yonglong Tian, Ping Luo, Xiaogang Wang, and Xiaoou Tang, "Deep Learning Strong Parts for Pedestrian Detection", ICCV 2015, 2015 [PDF]
  211. Ziwei Liu, Ping Luo, Xiaogang Wang, and Xiaoou Tang, "Deep Learning Face Attributes in the Wild", ICCV 2015, 2015 [PDF]
  212. Xiao Chu, Wanli Ouyang, Wei Yang, and Xiaogang Wang, "Multi-task Recurrent Neural Network for Immediacy Prediction", ICCV 2015, 2015 (Oral) [PDF]
  213. Wanli Ouyang, Hongyang Li, Xingyu Zeng, and Xiaogang Wang, "Learning Deep Representation with Large-scale Attributes", ICCV 2015, 2015 [PDF]
  214. Lijun Wang, Wanli Ouyang, Xiaogang Wang, and Huchuan Lu, "Visual Tracking with Fully Convolutional Networks", ICCV 2015, 2015 [PDF]
  215. Shuai Yi, Hongsheng Li, and Xiaogang Wang, "Pedestrian Travel Time Estimation in Crowded Scenes", ICCV 2015, 2015 [PDF]
  216. Zhanpeng Zhang, Ping Luo, Chen Change Loy, and Xiaoou Tang, "Learning Deep Representation for Face Alignment with Auxiliary Attributes", TPAMI 2015, 2015 [PDF]
  217. Chao Dong, Chen Change Loy, Kaiming He, and Xiaoou Tang, "Image Super-Resolution Using Deep Convolutional Networks", TPAMI 2015, 2015 [PDF]
  218. Wanli Ouyang, Xingyu Zeng, and Xiaogang Wang, "Partial Occlusion Handling in Pedestrian Detection with a Deep Model", TPAMI 2015, 2015 [PDF]
  219. Wanli Ouyang, Xingyu Zeng, and Xiaogang Wang, "Single-Pedestrian Detection Aided by 2-Pedestrian Detection", TPAMI 2015, 2015 [PDF]
  220. Xiao Sun, Yichen Wei, Shuang Liang, Xiaoou Tang, Jian Sun, "Cascaded Hand Pose Regression", IEEE Conf. on Computer Vision and Pattern Recognition, June 2015 [PDF]
  221. Dihong Gong, Zhifeng Li, Dacheng Tao, Jianzhuang Liu, and Xuelong Li, "A Maximum Entropy Feature Descriptor for Age Invariant Face Recognition", IEEE Conf. on Computer Vision and Pattern Recognition, June 2015 [PDF]
  222. Limin Wang, Y. Qiao, Xiaoou Tang, "Action Recognition with Trajectory-Pooled Deep-Convolutional Descriptors", IEEE Conf. on Computer Vision and Pattern Recognition, June 2015 [PDF]
  223. Y. Tian, P.Luo, X. Wang, X. Tang, "Pedestrian Detection aided by Deep Learning Semantic Tasks", IEEE Conf. on Computer Vision and Pattern Recognition, June 2015 [PDF]
  224. S. Yi, H. Li, and X. Wang, "Understanding Pedestrian Behaviors from Stationary Crowd Groups", IEEE Conf. on Computer Vision and Pattern Recognition, June 2015 [PDF]
  225. Y. Xiong, K. Zhu, D. Lin, X. Tang, "Recognize Complex Events from Static Images by Fusing Deep Channels", IEEE Conf. on Computer Vision and Pattern Recognition, June 2015 [PDF]
  226. S. Zhu, C. Li, C. C. Loy, X. Tang, "Face Alignment by Coarse-to-Fine Shape Searching", IEEE Conf. on Computer Vision and Pattern Recognition, June 2015 [PDF]
  227. Z. Wu, S. Song, A. Khosla, X. Tang, J. Xiao, "3D ShapeNets: A Deep Representation for Volumetric Shapes", IEEE Conf. on Computer Vision and Pattern Recognition, June 2015 (Oral) [PDF]
  228. L. Yang, P. Luo, C. C. Loy, X. Tang, "A Large-Scale Car Dataset for Fine-Grained Categorization and Verification", IEEE Conf. on Computer Vision and Pattern Recognition, June 2015 [PDF]
  229. W. Ouyang, X. Wang, X. Zeng, S. Qiu, P. Luo, Y. Tian, H. Li, S. Yang, Z. Wang, C. C. Loy, and X. Tang, "DeepID-Net: deformable deep convolutional neural networks for object detection", IEEE Conf. on Computer Vision and Pattern Recognition, June 2015 [PDF]
  230. T. Xiao, Q. Xia, Y. Yang, C. Huang and X. Wang, "Learning From Massive Noisy Labeled Data for Visual Classification", IEEE Conf. on Computer Vision and Pattern Recognition, June 2015 [PDF]
  231. J. Shao, C. C. Loy, and X. Wang, "Deeply Learned Attributes for Crowded Scene Understanding", IEEE Conf. on Computer Vision and Pattern Recognition, June 2015 (Oral) [PDF]
  232. R. Zhao, W. Ouyang, H. Li, and X. Wang, "Saliency Detection by Multi-Context Deep Learning", IEEE Conf. on Computer Vision and Pattern Recognition, June 2015 [PDF]
  233. Y. Sun, X. Wang, and X. Tang, "Deeply learned face representations are sparse, selective, and robust", IEEE Conf. on Computer Vision and Pattern Recognition, June 2015 [PDF]
  234. C. Zhang, X. Wang, H. Li, and X. Yang, "Cross-scene Crowd Counting via Deep Convolutional Neural Networks", IEEE Conf. on Computer Vision and Pattern Recognition, June 2015 [PDF]
  235. C. Lu, X. Tang, "Surpassing Human-Level Face Verification Performance on LFW with GaussianFace", Proceedings of the 29th AAAI Conference on Artificial Intelligence (AAAI),, January 2015.[PDF]
  236. S. Yang, P. Luo, C. Loy, K. W. Shum and X. Tang, "Deep Representation Learning with Target Coding", Proceedings of the 29th AAAI Conference on Artificial Intelligence (AAAI),, January 2015.[PDF]

  237. 2014

  238. Y. Sun, Y. Chen, X. Wang, and X. Tang, "Deep Learning Face Representation by Joint Identification-Verification", Advances in Neural Information Processing Systems 27 (NIPS), December 2014.[PDF]
  239. Z. Zhu, P. Luo, X. Wang, and X. Tang, "Multi-View Perceptron: a Deep Model for Learning Face Identity and View Representations", Advances in Neural Information Processing Systems 27 (NIPS), December 2014.[PDF]
  240. Y. Xiong, W. Liu, D. Zhao, and X. Tang, "Zeta Hull Pursuits: Learning Nonconvex Data Hulls", Advances in Neural Information Processing Systems 27 (NIPS), December 2014.[PDF]
  241. L. Yang, J, Liu, and X. Tang, "Object Detection and Viewpoint Estimation with Auto-masking Neural Network", European Conference on Computer Vision(ECCV), September 2014.[PDF]
  242. C. Dong, C. C. Loy, K. He, and X. Tang, "Learning a Deep Convolutional Network for Image Super-Resolution", European Conference on Computer Vision(ECCV), September 2014.[PDF] [Project Page]
  243. C. Lu and X. Tang, "Learning the Face Prior for Bayesian Face Recognition", European Conference on Computer Vision(ECCV), September 2014.[PDF]
  244. W. Huang, Y. Qiao, and X. Tang and X. Tang, "Robust Scene Text Detection with Convolution Neural Network Induced MSER Trees", European Conference on Computer Vision(ECCV), September 2014.[PDF]
  245. L. Wang, Y. Qiao, and X. Tang, "Video Action Detection with Relational Dynamic-Poselets", European Conference on Computer Vision(ECCV), September 2014.[PDF]
  246. Z. Zhang, P. Luo, C. C. Loy, and X. Tang, "Facial Landmark Detection by Deep Multi-task Learning", European Conference on Computer Vision(ECCV), September 2014. [PDF][Project Page]
  247. X. Zeng, W. Ouyang, M. Wang, and W. Xiaogang, "Deep Learning of Scene-specific Classifier for Pedestrian Detection", European Conference on Computer Vision(ECCV), September 2014. [PDF]
  248. F. Zhu and X. Wang, "Crowd Tracking with Dynamic Evolution of Group Structures", European Conference on Computer Vision(ECCV), September 2014. [PDF]
  249. X. Peng, L. Wang, Y. Qiao, and Q. Peng, "Boosting VLAD with Supervised Dictionary Learning and High-OrderStatistics", European Conference on Computer Vision(ECCV), September 2014. [PDF]
  250. X. Peng, C. Zou, Y. Qiao and Q. Peng, "Action Recognition with Stacked Fisher Vectors", European Conference on Computer Vision(ECCV), September 2014. [PDF]
  251. Y. Sun, X. Wang, and X. Tang. "Deep learning face representation from predicting 10,000 classes", IEEE Conf. on Computer Vision and Pattern Recognition, June 2014 [PDF]
  252. C. Lu, X. Tang, "Surpassing Human-Level Face Verification Performance on LFW with GaussianFace", Technical Report, arXiv:1404.3840, 2014
  253. Z. Zhu, P. Luo, X. Wang, X. Tang, "Recover Canonical-View Faces in the Wild with Deep Neural Networks", Technical Report, arXiv:1404.3543, 2014
  254. J. Yan, S. Lin, S.B. Kang, and X. Tang, "A learning-to-rank approach for image color enhancement", IEEE Conf. on Computer Vision and Pattern Recognition, June 2014 [PDF]
  255. Chen Qian, Xiao Sun, Yichen Wei, Xiaoou Tang, Jian Sun, "Realtime and Robust Hand Tracking from Depth", IEEE Conf. on Computer Vision and Pattern Recognition, June 2014 (Oral) [PDF]
  256. Z. Cai, L. Wang, X. Peng, and Y. Qiao, "Multi-View Super Vector for Action Recognition", IEEE Conf. on Computer Vision and Pattern Recognition, June 2014 (Oral) [PDF]
  257. P. Luo, Y. Tian, X. Wang, and X. Tang, "Switchable Deep Network for Pedestrian Detection", IEEE Conf. on Computer Vision and Pattern Recognition, June 2014 [PDF]
  258. W. Yang, P. Luo, and L. Lin, "Clothing Co-Parsing by Joint Image Segmentation and Labeling", IEEE Conf. on Computer Vision and Pattern Recognition, June 2014 [PDF]
  259. J. Shao, C. C. Loy, X. Wang, "Scene-Independent Group Profiling in Crowd", IEEE Conf. on Computer Vision and Pattern Recognition, June 2014 (Oral) [PDF]
  260. X. Zhu, C. C. Loy, S. Gong, "Constructing Robust Affinity Graphs for Spectral Clustering", IEEE Conf. on Computer Vision and Pattern Recognition, June 2014 [PDF]
  261. S. Yi, X. Wang, C. Lu, and J. Jia, "L0 Regularized Stationary Time Estimation for Crowd Group Analysis", IEEE Conf. on Computer Vision and Pattern Recognition, June 2014 (Oral) [PDF]
  262. R. Zhao, W. Ouyang, and X. Wang "Learning Mid-level Filters for Person Re-identification", IEEE Conf. on Computer Vision and Pattern Recognition, June 2014 [PDF]
  263. W. Li, R. Zhao, T. Xiao, and X. Wang, "DeepReID: Deep Filter Pairing Neural Network for Person Re-Identification", IEEE Conf. on Computer Vision and Pattern Recognition, June 2014 [PDF]
  264. W. Ouyang, X. Chu, and X. Wang, "Multi-source Deep Learning for Human Pose Estimation", IEEE Conf. on Computer Vision and Pattern Recognition, June 2014 [PDF]

  265. 2013

  266. W. Ouyang and X. Wang, "Joint Deep Learning for Pedestrian Detection" in Proceedings of IEEE International Conference on Computer Vision (ICCV) 2013. [PDF]
  267. Y. Sun, X. Wang, and X. Tang, "Hybrid Deep Learning for Face Verification" in Proceedings of IEEE International Conference on Computer Vision (ICCV) 2013. [PDF]
  268. X. Zeng, W. Ouyang and X. Wang, "Multi-Stage Contextual Deep Learning for Pedestrian Detection" in Proceedings of IEEE International Conference on Computer Vision (ICCV) 2013. [PDF]
  269. Z. Zhu, P. Luo, X. Wang, and X. Tang, "Deep Learning Identity Preserving Face Space" in Proceedings of IEEE International Conference on Computer Vision (ICCV) 2013. [PDF]
  270. [Project Page]
  271. P. Luo, X. Wang, and X. Tang, "A Deep Sum-Product Architecture for Robust Facial Attributes Analysis" in Proceedings of IEEE International Conference on Computer Vision (ICCV) 2013. [PDF]
  272. P. Luo, X. Wang, and X. Tang, "Pedestrian Parsing via Deep Decompositional Neural Network" in Proceedings of IEEE International Conference on Computer Vision (ICCV) 2013. [PDF] [Project Page]
  273. R. Zhao, W. Ouyang and X. Wang, "Person Re-identification by Salience Matching" in Proceedings of IEEE International Conference on Computer Vision (ICCV) 2013. [PDF]
  274. S. Qiu, X. Wang, and X. Tang, "Visual Semantic Complex Network for Web Images" in Proceedings of IEEE International Conference on Computer Vision (ICCV) 2013. [PDF]
  275. L. Wang, Y. Qiao, X. Tang, "Mining Motion Atoms and Phrases for Complex Action Recognition" in Proceedings of IEEE International Conference on Computer Vision (ICCV) 2013. [PDF]
  276. D. Gong, Z. Li, D. Lin, J. Liu, X. Tang, "Hidden Factor Analysis for Age Invariant Face Recognition" in Proceedings of IEEE International Conference on Computer Vision (ICCV) 2013. [PDF]
  277. L. Yang, J. Liu, X. Tang, "Complex 3D General Object Reconstruction from Line Drawings" in Proceedings of IEEE International Conference on Computer Vision (ICCV) 2013. [PDF]
  278. C. Lu, D. Zhao, X. Tang, "Face Recognition Using Face Patch Networks" in Proceedings of IEEE International Conference on Computer Vision (ICCV) 2013. [PDF]
  279. Y. Xiong, W. Liu, D. Zhao, X. Tang, "Face Recognition via Archetype Hull Ranking" in Proceedings of IEEE International Conference on Computer Vision (ICCV) 2013. [PDF]
  280. C. C. Loy, S. Gong, and T. Xiang, "From Semi-supervised to Transfer Counting of Crowds " in Proceedings of IEEE International Conference on Computer Vision (ICCV) 2013. [PDF] [Project Page]
  281. C. Liu, C. C. Loy, S. Gong, G. Wang, "POP: Person Re-Identification Post-Rank Optimisation " in Proceedings of IEEE International Conference on Computer Vision (ICCV) 2013. [PDF] [Project Page]
  282. X. Zhu, C. C. Loy, and S. Gong, "Video Synopsis by Heterogeneous Multi-Source Correlation " in Proceedings of IEEE International Conference on Computer Vision (ICCV) 2013. [PDF] [Project Page]
  283. L. Wang, Y. Qiao, X. Tang, "Motionlets: Mid-Level 3D Parts for Human Motion Recognition," in Proceedings of IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR) 2013. [PDF]
  284. J. Yan, S. Lin, S. B. Kang, X. Tang, "Learning the Change for Automatic Image Cropping ," in Proceedings of IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR) 2013.
  285. B. Zhou, X. Tang and X. Wang, "Measuring Crowd Collectiveness ," in Proceedings of IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR) 2013 (Oral). [Project Page]
  286. R. Zhao, W. Ouyang and X. Wang, "Unsupervised Salience Learning for Person Re-identification," in Proceedings of IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR) 2013 . [PDF]
  287. W. Li and X. Wang, "Locally Aligned Feature Transforms across Views," in Proceedings of IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR) 2013. [PDF]
  288. Y. Sun, X. Wang and X. Tang, "Deep Convolutional Network Cascade for Facial Point Detection," in Proceedings of IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR) 2013. [PDF]
  289. W. Ouyang and X. Wang, "Single-Pedestrian Detection aided by Multi-pedestrian Detection," in Proceedings of IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR) 2013. [PDF] [Project Page]
  290. W. Ouyang, X. Zeng and X. Wang, "Modeling Mutual Visibility Relationship with a Deep Model in Pedestrian Detection," in Proceedings of IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR) 2013. [PDF] [Project Page]
  291. K. Chen, S. Gong, T. Xiang, and C. C. Loy, "Cumulative Attribute Space for Age and Crowd Density Estimation," in Proceedings of IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR) 2013 (Oral). [PDF]
  292. C. C. Loy, C. Liu, and S. Gong, "Person Re-Identification by Manifold Ranking ," Proceedings of IEEE International Conference on Image Processing (ICIP) 2013. [PDF]
  293. X. Wang, S. Qiu, K. Liu, and X. Tang, "Web Image Re-ranking Using Query-Specific Semantic Signatures", accepted to IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI). [PDF]
  294. K. Jia, X. Wang, and X. Tang, "Image Transformation based on Learning Dictionaries across Image Spaces", IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI),Vol. 35, pp. 367-380, 2013. [PDF]
  295. X. Wang, "Web Image Re-ranking Using Query-Specific Semantic Signatures," Pattern Recognition Letters, Vol. 34, pp. 3-19, 2013. [PDF]
  296. B. Gong, J. Liu, X. Wang, and X. Tang, "Learning Semantic Signatures for 3D Object Retrieval," IEEE Transactions on Multimedia, Vol. 15, pp. 369-377, 2013. [PDF]
  297. R. Zhao, and X. Wang, "Counting Vehicles from Semantic Regions," IEEE Transactions on Intelligent Transportation Systems (TITS), 2013. [PDF]
  298. X. Tang, W. Luo and X. Wang, "Content-Based Photo Quality Assessment," accepted to IEEE Transactions on Multimedia (TMM), 2013. [PDF]
  299. W.Zhang, D. Zhao, and X. Wang, "Agglomerative Clustering via Maximum Incremental Path Integral," Pattern Recognition (PR), 2013. [PDF]

  300. 2012

  301. X. Tang, K. Liu, J. Cui, F. Wen, and X. Wang, "IntentSearch: Capturing User Intention for One-Click Internet Image Search," IEEE Trans. Pattern Analysis and Machine Intelligence (PAMI), Vol. 34, No. 7, July 2012.[PDF]
  302. Meng Wang, Wei Li and Xiaogang Wang, "Transferring a Generic Pedestrian Detector Towards Specific Scenes," Proc. of IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2012. [PDF]
  303. T. Xue, J. Liu and X. Tang, "Example-Based 3D Object Reconstruction from Line Drawings," Proc. of IEEE Conf. on Computer Vision and Pattern Recognition(CVPR), 2012. [PDF]
  304. W. Luo, Z. Lu, X. Wang, Y. Xu, M. Ben-Ezra, X.Tang, and M. Brown, "Synthesizing Oil Painting Surface Geometry from a Single Photograph," Prof. of IEEE Conf. on Computer Vision and Pattern Recognition(CVPR), 2012. [PDF]
  305. B. Zhou, X. Wang and X. Tang, "Understanding Collective Crowd Behaviors:Learning a Mixture Model of Dynamic Pedestrian-Agents," Prof. of IEEE Conf. on Computer Vision and Pattern Recognition(CVPR), 2012. [PDF]
  306. P. Luo, X. Wang, and X. Tang, "Hierarchical Face Parsing via Deep Learning", Prof. of IEEE Conf. on Computer Vision and Pattern Recognition(CVPR), 2012. [PDF]
  307. K. Liu, J. Cui, F. Wen, X. Wang , "IntentSearch: Capturing User Intention for One-Click Internet Image Search", IEEE Trans. Pattern Anal. Mach. Intell. (PAMI), vol. 34, no. 7, pp. 1342-1353, Jul 2012. [PDF]
  308. K. Jia, X. Tang, X. Wang, "Image Transformation based on Learning Dictionaries across Image Spaces", IEEE Trans. Pattern Anal. Mach. Intell. (PAMI), , 2012. [PDF]
  309. T. Xue, J. Liu, X. Tang, "3D Modeling from a Single View of a Symmetric Object", IEEE Trans. on Image Processing. (TIP), , 2012.

  310. 2011

  311. K. He, J. Sun, X. Tang, "Single Image Haze Removal Using Dark Channel Prior," IEEE Trans. Pattern Analysis and Machine Intelligence (PAMI), Vol. 33, No. 12, Dec. 2011. [PDF]
  312. W. LUO, X. Wang and X. Tang, "Content-based Photo Quality Assessment", Proc. International Conference on Computer Vision (ICCV), 2011. [PDF]
  313. K. Jia, X. Wang, X. Tang, "Optical flow estimation using learned sparse model", Proc. International Conference on Computer Vision (ICCV), 2011. [PDF]
  314. W. Zhang, X. Wang, and X. Tang, “Coupled Information-Theoretic Encoding for Face Photo-Sketch Recognition,” Prof. IEEE Conf. Computer Vision and Pattern Recognition(CVPR), 2011. [PDF]
  315. B. Zhou, X. Wang, X. Tang, “Random Field Topic Model for Semanic Region Analysis in Crowded Scenes from Tracklets,” IEEE Conf. Computer Vision and Pattern Recognition (CVPR), June 2011. [PDF]
  316. T. Xue, J. Liu, X. Tang, “Symmetric Piecewise Planar Object Reconstruction from a Single Image,” IEEE Conf. Computer Vision and Pattern Recognition (CVPR), June 2011. [PDF]
  317. X. Wang, K. Liu, X. Tang, “Query-Specific Visual Semantic Spaces forWeb Image Re-ranking,” IEEE Conf. Computer Vision and Pattern Recognition (CVPR), June 2011. [PDF]
  318. M. Wang, X. Wang, "Automatic Adaptation of a Generic Pedestrian Detector to a Specific Scene," IEEE Conf. Computer Vision and Pattern Recognition (CVPR), June 2011. [PDF]
  319. C. Zhao, W. K. Cham, X. Wang, "Joint Face Alignment with a Generic Deformable Face Model", IEEE Conf. Computer Vision and Pattern Recognition (CVPR), June 2011. [PDF]
  320. K. He, C. Rhemann, C. Rother, X. Tang, and J. Sun, “A Global Sampling Method for Alpha Matting”, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2011. [PDF]
  321. Q. Yin, X. Tang, J. Sun, "An associate-predict model for face recognition", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2011. [PDF]
  322. J. Liu, Y. Chen, X. Tang, “Decomposition of complex line drawings with hidden lines for 3D planar-faced manifold object reconstruction,” IEEE Trans. Pattern Anal. Mach. Intell. (PAMI), vol. 33, no. 1, pp. 3, Jan 2011. [PDF]
  323. T. Liu, Z. Yuan, J. Sun, J. Wang, N. Zheng, X. Tang, H. Shum, "Learning to Detect a Salient Object", IEEE Trans. Pattern Anal. Mach. Intell. (PAMI), vol. 33, no. 2, pp. 353-367, Feb 2011. [PDF]
  324. W. Zhang, J. Sun, X. Tang, "From Tiger to Panda: Animal Head Detection," IEEE Transactions on Image Processing (TIP), vol. 20, no. 6, pp.1696-1708, 2011. [PDF]
  325. X. Wang, K. T. Ma, G. Ng, and E. Grimson, “Trajectory Analysis and Semantic Region Modeling Using Nonparametric Bayesian Models,” Accepted to Int’l J. of Computer Vision (IJCV), 2011. [PDF]
  326. X. Wang, E. Grimson, and C.F. Westin, “Trajectory Segmentation Using a Hierarchical Dirichlet Processes Mixture Model,” NeuroImage, vol. 54, pp. 290-3-2, 2011. [PDF]
  327. W. Zhang, Z. Lin, X. Tang, “Learning Semi-Riemannian Metrics for Semisupervised Feature Extraction,” IEEE Trans. Knowl. Data Eng, vol 23, no. 4, pp. 600-611, 2011. [PDF]
  328. C. Zhao, X. Wang, and W. Cham, “Background Subtraction via Robust Dictionary Learning,” EURASIP journal on Image and Video Processing, 2011. [PDF]
  329. Z. Lin, X. Tang, "Learning Semi-Riemannian Metrics for Semisupervised Feature Extraction", IEEE Trans. on Knowledge and Data Engineering (TKDE), vol. 23, no. 4, pp. 600-611, 2011. [PDF]
  330. Z. Yu, C. Xu, J. Liu, O. C. Au, X. Tang, “Automatic object segmentation from large scale 3D urban point clouds through manifold embedded mode seeking”, Proceedings of the 19th ACM international conference on Multimedia (MM), 2011. [PDF]
  331. C. Cao, S. Chen, W. Zhang, X. Tang, "Automatic motion-guided video stylization and personalization", Proceedings of the 19th ACM international conference on Multimedia (MM), 2011. [PDF]
  332. B. Gong, J. Liu, X. Wang, X. Tang, "3D object retrieval with semantic attributes", Proceedings of the 19th ACM international conference on Multimedia (MM), 2011. [PDF]
  333. Q. Zhou, S. Chen, J. Liu, X. Tang, "Edge-preserving single image super-resolution", Proceedings of the 19th ACM international conference on Multimedia (MM), 2011. [PDF]

  334. 2010

  335. Y. Wang, J. Liu, X. Tang, “Robust 3D face recognition by local shape difference boosting,” IEEE Trans. Pattern Anal. Mach. Intell. (PAMI), vol. 32, no. 10, pp.1858-1870, 2010. [PDF]
  336. S. Yan, H. Wang, Y. Fu, J. Yan, X. Tang, T.S. Huang, “Synchronized submanifold embedding for person-independent pose estimation and beyond,” IEEE Trans. Pattern Anal. Mach. Intell. (PAMI), vol. 33, no. 2, pp.353-367, Mar. 2010. [PDF]
  337. G. Liu, Z. Lin, Y. Yu, X. Tang, “Unsupervised Object Segmentation with a Hybrid Graph Model (HGM),” IEEE Trans. Pattern Anal. Mach. Intell. (PAMI), vol. 32, no. 5, pp.910-924, 2010. [PDF]
  338. X. Wang, K. Tieu, and E. Grimson, “Correspondence-Free Activity Analysis and Scene Modeling in Multiple Camera Views,” IEEE Trans. on Pattern Anal. Mach. Intell. (PAMI), vol. 32, no. 1, pp. 56-71, Jan. 2010. [PDF]
  339. S. Chen, L. Cao, Y. Wang, J. Liu, X. Tang, “Image segmentation by MAP-ML estimations,” IEEE Transactions on Image Processing (TIP), vol. 19, no. 9, pp.2254-2264, 2010. [PDF]
  340. S. Yan, H. Wang, J. Liu, X. Tang, T.S. Huang, “Misalignment-robust face recognition,” IEEE Transactions on Image Processing (TIP), vol. 19, no. 4, pp.1087-1096, 2010. [PDF]
  341. K. He, J. Sun, X. Tang, "Fast matting using large kernel matting Laplacian matrices," Proc. IEEE Conf. Computer Vision and Pattern Recognition (CVPR), June. 2010. [PDF]
  342. Z. Cao, Q. Yin, X. Tang, J. Sun, "Face recognition with learning-based descriptor," Proc. IEEE Conf. Computer Vision and Pattern Recognition (CVPR), June. 2010. [PDF]
  343. M. Chen, M. Liu, J. Liu, X. Tang. “Isoperimetric cut on a directed graph,” IEEE Conf. Computer Vision and Pattern Recognition (CVPR), June 2010. [PDF]
  344. T. Xue, J. Liu, X. Tang, “Object cut: Complex 3D object reconstruction through line drawing separation,” IEEE Conf. Computer Vision and Pattern Recognition (CVPR), June 2010. [PDF]
  345. W. Zhang, X. Wang, X. Tang, "Lighting and pose robust face sketch synthesis," Proc. European Conf. Computer Vision (ECCV), 2010. [PDF]
  346. K. He, J. Sun, X. Tang, "Guided image filtering," Proc. European Conf. Computer Vision (ECCV), 2010. [PDF]
  347. C. Xu, Z. Zhang, J. Liu, X. Tang, “3D object search through semantic component,” Proc. ACM Multimedia (MM), 2010. [PDF]
  348. J. Hu, S. Chen, J. Liu, X. Tang, “Fast image rearrangement via multi-scale patch copying,” Proc. ACM Multimedia (MM), 2010. [PDF]
  349. W. Zheng, Z. Lin, X. Tang, “A Rank-One Update Algorithm for Fast Solving Kernel Foley--Sammon Optimal Discriminant Vectors,” IEEE Transactions on Neural Networks, vol. 21, no. 3, pp.393-403, 2010. [PDF]

  350. 2009

  351. X. Wang and X. Tang, "Face photo-sketch Synthesis and Recognition," IEEE Trans. Pattern Analysis and Machine Intelligence (PAMI), Vol. 31, No. 11, Nov. 2009.[PDF]
  352. Z. Li, D. Lin, X. Tang, "Nonparametric Discriminant Analysis for Face Recognition," IEEE Trans. Pattern Anal. Mach. Intell. (PAMI), vol. 31, no. 4, pp.755-761, 2009. [PDF]
  353. Y. Qiao, W. Wang, N. Minematsu, J. Liu, M. Takeda, X. Tang, "A theory of phase singularities for image representation and its applications to object tracking and image matching,” IEEE Trans. Pattern Anal. Mach. Intell. (PAMI), vol. 18, no. 10, pp. 2153-2160, 2009. [PDF]
  354. C. Xu, J. Liu, and X. Tang, "2D Shape Matching by Contour Flexibility," IEEE Trans. Pattern Anal. Mach. Intell. (PAMI), vol. 31, no. 1, pp. 180-186, Jan. 2009. [PDF]
  355. H. Wang, S. Yan, J. Liu, X. Tang, T.S. Huang, “Correspondence propagation with weak priors,” IEEE Transactions on Image Processing (TIP), vol. 18, no. 1, pp. 140-150, 2009. [PDF]
  356. J. Liu, X. Tang, "Correspondence Propagation with Weak Priors," IEEE Transactions on Image Processing (TIP), vol. 18, no. 1, pp.140-150, 2009. [PDF]
  357. S. Yan, H. Wang, J. Tu, X. Tang, T.S. Huang, "Mode-kn factor analysis for image ensembles," IEEE Transactions on Image Processing (TIP), vol. 18, no. 3, pp.670-676, 2009. [PDF]
  358. Z. Lin, J. He, X. Tang, C.K. Tang, “Fast automatic and fine-grained tampered JPEG image detection via DCT coefficient analysis,” Pattern Recognition (PR), vol. 42, no. 11, pp.2492-2501, 2009. [PDF]
  359. W. Zhang, Z. Lin, X. Tang, “Tensor linear Laplacian discrimination (TLLD) for feature extraction,” Pattern Recognition (PR), vol. 42, no. 9, pp.1941-1948, 2009. [PDF]
  360. H. Wang, S. Yan, J. Liu, X. Tang, and T. Huang, “Correspondence Propagation with Weak Priors,” IEEE Trans. on Image Processing (IP), vol. 18, no. 1, pp. 140-150, Jan. 2009. [PDF]
  361. S. Yan, H. Wang, Y. Fu, J. Yan, X. Tang, and T. S. Huang, “Synchronized Submanifold Embedding for Person-Independent Pose Estimation and Beyond,” IEEE Transactions on Image Processing (IP), vol. 18, no. 1, pp. 202-210, Jan. 2009.
  362. S. Yan, H. Wang, J. Tu, X. Tang, and T. S. Huang, “Mode-kn Factor Analysis for Image Ensembles,” IEEE Transactions on Image Processing (IP), vol. 18, no. 3, pp. 670-676, Mar. 2009. [PDF]
  363. X. Tang, Z. Li, "Audio-guided video-based face recognition," IEEE Transactions on Circuits and Systems for Video Technology (CSVT), vol. 19, no. 7, pp.955-964, 2009. [PDF]
  364. Z. Li, J. Liu, and X. Tang, “Constrained Clustering via Spectral Regularization,” Proc. IEEE Conf. Computer Vision and Pattern Recognition (CVPR), June. 2009. [PDF]
  365. Y. Wang, Y. Chen, J. Liu, and X. Tang, “3D Reconstruction of Curved Objects from Single 2D Line Drawings,” Proc. IEEE Conf. Computer Vision and Pattern Recognition (CVPR), June. 2009. [PDF]
  366. K. He, J. Sun, and X. Tang, “Single Image Haze Removal Using Dark Channel Prior,” Proc. IEEE Conf. Computer Vision and Pattern Recognition (CVPR), June. 2009. [PDF]
  367. Z. Li, J. Liu, “Constrained clustering by spectral kernel learning,” Proc. International Conference on Computer Vision (ICCV), 2009. [PDF]
  368. W. Zhang, Q. Wang, X. Tang. “Performance driven face animation via non-rigid 3d tracking,” Proc. ACM Multimedia (MM), 2009. [PDF]
  369. B. Gong, C. Xu, J. Liu, and X. Tang, "3D Object Retrieval by Object Flexibility," Proc. ACM Multimedia (MM), Oct. 2009. [PDF]
  370. B. Gong, Y. Wang, J. Liu, and X. Tang, "Automatic Facial Expression Recognition on a Single 3D Face by Exploring Shape Deformation," Proc. ACM Multimedia (MM), Oct. 2009. [PDF]
  371. M. Liu, S. Chen, J. Liu, and X. Tang, "Completion via Motion Guided Spatial-Temporal Global Optimization," Proc. ACM Multimedia (MM), Oct. 2009. [PDF]
  372. T. Liu, J. Wang, J. Sun, N. Zheng, X. Tang, H.Y. Shum, “Picture Collage,” IEEE Transactions on Multimedia, vol. 11, no. 7, pp.1225, 2009. [PDF]
  373. X. Gao, X. Tang, “Automatic news video caption extraction and recognition,” Intelligent Data Engineering and Automated Learning, 2009.
  374. W. Zheng, X. Tang, “Fast algorithm for updating the discriminant vectors of dual-space LDA,” IEEE Transactions on Information Forensics and Security, vol. 4, no. 3, pp. 418-427, 2009. [PDF]

  375. 2008

  376. D. Zhao, X. Tang, “Cyclizing Clusters via Zeta Function of a Graph,” Neural Information Processing Systems(NIPS), Dec. 2008. [PDF]
  377. F. Wen, S. Chen, and X. Tang, “EasyToon: Cartoon Personalization Using Face Photos,Proc.ACM Multimedia (MM), Oct. 2008. [PDF]
  378. S. Chen, Y. Tian, F. Wen, Y. Xu, and X. Tang, “Easytoon: an Easy and Quick Tool to Personalize a Cartoon Storyboard using Family Photo Album,Proc. ACM Multimedia (MM), Oct. 2008. [PDF]
  379. J. Cui, F. Wen, and X. Tang, “IntentSearch: Interactive On-line Image Search Re-ranking,Proc. ACM Multimedia (MM), Oct. 2008. [PDF]
  380. J. Cui, F. Wen, and X. Tang, “Real Time Google and Live Image Search Re-ranking,Proc. ACM Multimedia (MM), Oct. 2008.
  381. Y. Qiao, W. Wang, N. Minematsu, J. Liu, and X. Tang, “Phase Singularities for Image Representation and Matching,” Proc. IEEE Int’l Conf. Acoustics, Speech, and Signal Processing (ICASSP), Apr. 2008. [PDF]
  382. Z. Li, J. Liu, and X. Tang, “Pairwise Constraint Propagation by Semidefinite Programming for Semi-Supervised Classification,” Proc. Int'l Conf. on Machine Learning (ICML), July. 2008. [PDF]
  383. M. Chen, J. Liu, and X. Tang, “Clustering via Random Walk Hitting Time on Directed Graphs,” Proc. Association for the Advancement of Artificial Intelligence (AAAI), July. 2008. [PDF]
  384. D. Zhao, Z. Lin and X. Tang, “Classification via Semi-Riemannian Spaces,” Proc. IEEE Conf. Computer Vision and Pattern Recognition (CVPR), June. 2008. [PDF]
  385. X. Zhang, L. Liang, X. Tang and H. Shum, “L1 Regularized Projection Pursuit for Additive Model Learning,” Proc. IEEE Conf. Computer Vision and Pattern Recognition (CVPR), June. 2008. [PDF]
  386. J. Cui, Q. Yang, F. Wen, Q. Wu, C. Zhang, L. Gool and X. Tang, “Transductive Object Cutout,” Proc. IEEE Conf. Computer Vision and Pattern Recognition (CVPR), June. 2008. [PDF]
  387. Y. Chen, J. Liu and X. Tang, “Sketching in the Air: A Vision-Based System for 3D Object Design,” Proc. IEEE Conf. Computer Vision and Pattern Recognition (CVPR), June. 2008. [PDF]
  388. H. Wang, S. Yan, J. Liu, X. Tang and Thomas. Huang, “Misalignment Robust Face Recognition,” Proc. IEEE Conf. Computer Vision and Pattern Recognition (CVPR), June. 2008. [PDF]
  389. Y. Wang, X. Tang, J. Liu, G. Pan and R. Xiao “3D Face Recognition by Local Shape Difference Boosting,” Proc. European Conf. Computer Vision (ECCV), Oct. 2008. [PDF]
  390. W. Zhang, Q. Wang, and X. Tang, “Real Time Feature Based 3-D Deformable Face Tracking,” Proc. European Conf. Computer Vision (ECCV), Oct. 2008. [PDF]
  391. Y. Luo and X. Tang, “Photo and Video Quality Evaluation: Focusing on the Subject,” Proc. European Conf. Computer Vision (ECCV), Oct. 2008. [PDF]
  392. W. Zhang, J. Sun and X. Tang, “Cat Head Detection - How to Effectively Exploit Shape and Texture Features,” Proc. European Conf. Computer Vision (ECCV), Oct. 2008. [PDF]
  393. Y. Luo, W. Liu, J. Liu and X. Tang “MQSearch: Image Search by Multi-Class Query,” Proc. ACM Special Interest Group on Computer-Human interaction (SIGCHI), Apr. 2008. [PDF]
  394. Q. Liu, H. Jin, X. Tang, H. Lu and S. Ma, “A New Extension of Kernel Feature and Its Application for Visual Recognition,” Neurocomputing, vol. 71, no. 10-12, pp. 1850-1856, June. 2008. [PDF]
  395. Z. Lin, C. Tang, and X. Tang, “Fast, Automatic and Fine-Grained Doctored JPEG Images Detection via DCT Coefficient Analysis,” Accepted to Pattern Recognition. [PDF]
  396. D. Tao, X. Tang, and X. Li, “Which Components are Important for Interactive Image Searching?” IEEE Trans. Circuits Systems for Video Technology (CSVT), vol. 18(1), Jan. 2008. [PDF]
  397. J. Liu, L. Cao, Z. Li, and X. Tang, “Plane-Based Optimization for 3D Object Reconstruction from Single Line Drawings,” IEEE Trans. Pattern Analysis and Machine Intelligence (PAMI), vol. 30, no. 2, Feb. 2008. [PDF]
  398. L. Cao, J. Liu, and X. Tang, “What the Back of the Object Looks Like: 3D Reconstruction from Line Drawings without Hidden Lines,” IEEE Trans. Pattern Analysis and Machine Intelligence (PAMI), vol. 30, no. 3, Mar. 2008. [PDF]
  399. S. Yan, H. Wang, J. Liu, and X. Tang, “Regression from Uncertain Labels and Its Applications to Soft-Biometrics,” IEEE Transactions on Information Forensics and Security (IFS), 2008. [PDF]
  400. Z. Lin, J. He, X. Tang, and C. K. Tang, “Limits of Learning-Based Superresolution Algorithms,” accepted to International Journal of Computer Vision (IJCV), Aug. 2008. [PDF]

  401. 2007

  402. D. Xu, S. Lin, S. Yan and X. Tang, "Rank-one Projections with Adaptive Margins for Face Recognition," IEEE Trans. Systems, Man, and Cybernetics (SMC), vol. 37, no. 5, pp. 1226-1236, Oct. 2007.
  403. S. Yang, S. Yan, C. Zhang, and X. Tang, "Bilinear Analysis for Kernel Selection and Nonlinear Feature Extraction," IEEE Trans. Neural Networks (NN), vol. 18, no. 5, pp, 1442-1452, Sep. 2007. [PDF]
  404. L. Sha, F. Zhao, and X. Tang, "A Two-Stage Fusion Scheme Using Multiple Fingerprint Impressions," Proc. IEEE Int’l Conf. Image Processing (ICIP), Sep. 2007.
  405. H. Wang, S. Yan, D. Xu, X. Tang, and Thomas Huang, "Trace Ratio vs. Ratio Trace for Dimensionality Reduction," Proc. IEEE Conf. Computer Vision and Pattern Recognition (CVPR), Jun. 2007. [PDF]
  406. S. Chen, L. Cao, J. Liu, and X. Tang, "Iterative MAP and ML Estimations for Image Segmentation," Proc. IEEE Conf. Computer Vision and Pattern Recognition (CVPR), Jun. 2007. [PDF]
  407. T. Liu, J. Sun, N. Zheng, X. Tang, and H. Shum, "Learning to Detect A Salient Object," Proc. IEEE Conf. Computer Vision and Pattern Recognition (CVPR), Jun. 2007. [PDF]
  408. D. Lin and X. Tang, "Quality-Driven Face Occlusion Detection and Recovery," Proc. IEEE Conf. Computer Vision and Pattern Recognition (CVPR), Jun. 2007. [PDF]
  409. J. Sun, S. Kang, Z. Xu, X. Tang, and H. Shum, "Flash Cut: Foreground Extraction with Flash and No-flash Image Pairs," Proc. IEEE Conf. Computer Vision and Pattern Recognition (CVPR), Jun. 2007. [PDF]
  410. Z. Li, D. Lin, Helen Meng, and X. Tang, "Discriminant Mutual Subspace Learning for Indoor and Outdoor Face Recognition," Proc. IEEE Conf. Computer Vision and Pattern Recognition (CVPR), Jun. 2007. [PDF]
  411. D. Zhao, Z. Lin, R. Xiao, and X. Tang, "Linear Laplacian Discrimination for Feature Extraction," Proc. IEEE Conf. Computer Vision and Pattern Recognition (CVPR), Jun. 2007. [PDF]
  412. Z. Li, J. Liu, and X. Tang, "A Closed-form Solution to 3D Reconstruction of Piecewise Planar Objects from Single Images," Proc. IEEE Conf. Computer Vision and Pattern Recognition (CVPR), Jun. 2007. [PDF]
  413. Y. Qiao, J. Liu, and X. Tang, "Offline Signature Verification Using Online Handwriting Registration," Proc. IEEE Conf. Computer Vision and Pattern Recognition (CVPR), Jun. 2007. [PDF]
  414. Y. Tian, W. Liu, R. Xiao, F. Wen, and X. Tang, "A Face Annotation Framework with Partial Clustering and Interactive Labeling," Proc. IEEE Conf. Computer Vision and Pattern Recognition (CVPR), Jun. 2007. [PDF]
  415. H. Wang, S. Yan, Thomas Huang, J. Liu, and X. Tang, "Transductive Regression Piloted by Inter-Manifold Relations," Int’l Conf. Machine Learning (ICML), Jun. 2007. [PDF]
  416. S. Yan, J. Liu, X. Tang, and Thomas. Huang "Formulating Face Verification with Semidefinite Programming," IEEE Trans. Image Processing (IP), vol. 16, no. 11, pp. 2802-2810, Nov. 2007.
  417. Y. Deng, Q. Yang, X.Y. Lin, and X. Tang, "Stereo Correspondence with Occlusion Handling in a Symmetric Patch-Based Graph-Cuts Model," IEEE Trans. Pattern Analysis and Machine Intelligence (PAMI), vol. 29, no. 6, pp. 1068-1079, Jun. 2007. [PDF]
  418. Z. Li and X. Tang, "Using support vector machines to enhance the performance of Bayesian Face Recognition," IEEE Trans. Information Forensics and Security (IFS), vol. 2, no. 2, pp. 174-180, Jun. 2007. [PDF]
  419. S. Yan, J. Liu, X. Tang, and T. Huang, "A Parameter-free Framework for General Supervised Subspace Learning," IEEE Trans. Information Forensics and Security (IFS), vol. 2, no. 1, pp. 69-76, Mar. 2007. [PDF]
  420. S. Yan, D. Xu, and X. Tang, "Face Verification with Balanced Thresholds," IEEE Trans. Image Processing (IP), vol. 16, no. 1, pp. 262-268, Jan. 2007. [PDF]
  421. S. Yan, D. Xu, Q. Tang, L. Zhang, X. Tang, and H. Zhang, "Multilinear discriminant analysis for face recognition," IEEE Trans. Image Processing (IP), vol. 16, no. 1, pp. 212-220, Jan. 2007. [PDF]
  422. F. Zhao and X. Tang, "Preprocessing and postprocessing for skeleton-based fingerprint minutiae extraction," Pattern Recognition (PR), vol. 40, no. 4, pp. 1270-1281, Apr. 2007. [PDF]
  423. J. Cui, F. Wen, R. Xiao, Y. Tian, and X. Tang, "EasyAlbum: an interactive photo annotation system based on face clustering and re-ranking," CHI, pp. 367-376, May 2007. [PDF]
  424. S. Yan, H. Wang, X. Tang, and Thomas Huang, "Exploring Feature Descriptors for Face Recognition," Proc. IEEE Int’l Conf. Acoustics, Speech, and Signal Processing (ICASSP), vol. 1, pp. 629-632, Apr. 2007.
  425. H. Wang, S. Yan, Thomas Huang, and X. Tang, "A Convergent Solution to Tensor Subspace Learning," Int’l Joint Conf. Artificial Intelligence (IJCAI), pp. 629-634, Jan. 2007. [PDF]
  426. W. Liu, X. Tang, and J. Liu, "Bayesian Tensor Inference for Sketch-Based Facial Photo Hallucination," Int’l Joint Conf. Artificial Intelligence (IJCAI), pp. 2141-2146, Jan. 2007. [PDF]
  427. M. Chen, Q. Yang, and X. Tang, "Directed Graph Embedding," Int’l Joint Conf. Artificial Intelligence (IJCAI), pp. 2707-2712, Jan. 2007. [PDF]
  428. D. Zhao, Z. Lin and X. Tang, "Contextual Distance for Data Perception," Proc. IEEE Int'l Conf. Computer Vision (ICCV), 2007
  429. Y. Wei, J. Sun, X. Tang and H. Shum, "Interactive Offline Tracking for Color Objects," Proc. IEEE Int'l Conf. Computer Vision (ICCV), 2007
  430. G. Liu, Z. Lin, X. Tangand Y. Yu, "A Hybrid Graph Model for Unsupervised Object Segmentation," Proc. IEEE Int'l Conf. Computer Vision (ICCV), 2007
  431. R. Xiao, H. Zhu, H. Sun and X. Tang, "Dynamic Cascades for Face Detection," Proc. IEEE Int'l Conf. Computer Vision (ICCV), 2007
  432. S. Yan, H. Wang, X. Tangand T. Huang, "Learning Auto-Structured Regressor from Uncertain Nonnegtive Labels," Proc. IEEE Int'l Conf. Computer Vision (ICCV), 2007
  433. Y. Chen, J. Liu, and X. Tang, "A Divide-and-Conquer Approach to 3D Object Reconstruction from Line Drawings," Proc. IEEE Int'l Conf. Computer Vision (ICCV), 2007
  434. Z. Li, J. Liu, S. Chen, and X. Tang, "Noise Robust Spectral Clustering," Proc. IEEE Int'l Conf. Computer Vision (ICCV), 2007
  435. Z. Lin, J. He, X. Tang and C. Tang, "Limits of Learning-Based Superresolution Algorithms," Proc. IEEE Int'l Conf. Computer Vision (ICCV), 2007
  436. D. Zhao, Z. Lin, and X. Tang, "Laplacian PCA and Its Applications," Proc. IEEE Int'l Conf. Computer Vision (ICCV), 2007
  437. S. Chen, Z. Li, J. Liu and X. Tang, "Image Matting Using Linear Optimization," Proc. ACM Multimedia (MM), Sep. 2007
  438. T. Huang, S. Chen, J. Liu, and X. Tang, "Image Inpainting by Global Structure and Texture Propagation," Proc. ACM Multimedia (MM), Sep. 2007
  439. S. Yan, H. Wang, Thomas. Huang, Q. Yang, and X. Tang, "Ranking with Uncertain Labels," Proc. IEEE Int'l Conf. on Multimedia and Expo (ICME), 2007
  440. C. Wang, X. Fan, M. Du, B. Elder and X. Tang, and L. Guan "Special Effects in Film Making with Object Based Transformations," Proc. IEEE Int'l Conf. on Multimedia and Expo (ICME), 2007
  441. Q. Yang, C. Wang, X. Tang, M. Chen, and Z. Ye, "Progressive Cut: An Image Cutout Algorithm that Models User Intentions," IEEE Multimedia, Sep. 2007
  442. X. Tang, Z. Li, "Audio Assisted Video Based Face Recognition," IEEE Trans. on Circuits, Systems and Video Technology (CSVT), 2007

  443. 2006

  444. Q. Wang, W. Zhang, X. Tang, and H. Shum, "Real-Time Bayesian 3-D Pose Tracking," IEEE Trans. on Circuits, Systems and Video Technology (CSVT), vol. 16, no. 12, pp. 1533-1541, Dec. 2006. [PDF]
  445. X. Wang and X. Tang, "Random Sampling for Subspace Face Recognition," Int'l J. Computer Vision (IJCV), vol. 70, no. 1, pp. 91-104, Oct. 2006. [PDF]
  446. L. Zhang, Q. Yang, T. Bao, D. Vronay, and X. Tang, "ImLooking: image-based face retrieval in online dating profile search," ACM SIGCHI, Work-in-Progress, Canada, Apr. 2006. [PDF]
  447. Q. Liu, H. Jin, X. Tang, H. Lu, and S. Ma, "Boosting Multi-Gabor Subspaces for Face Recognition," Asian Conference on Computer Vision (ACCV), pp. 539-548, Jan. 2006.
  448. C. Wang, Y. Wang, M. Lian, B. Elder, X. Tang, and L. Guan, "Special effects in film/video making: A new media initiative project," Proc. IEEE Int'l Conf. on Multimedia and Expo (ICME), pp. 1049-1052, Jul. 2006.
  449. Q. Yang, X.Q. Ding, and X. Tang, "Incorporating Generic Learning to Design Discriminative Classifier Adaptable for Unknown Subject in Face Verification," Proc. IEEE Int’l Conf. Computer Vision and Pattern Recognition workshop on Multimodal Biometrics, pp. 32-39, Jun. 2006.
  450. C. Wang, Q. Yang, X. Tang, and Z.F. Ye, "Salience preserving image fusion with dynamic range compression," Proc. IEEE Int’l Conf. Image Processing (ICIP), pp. 989-992, Oct., 2006.
  451. L. Sha, F. Zhao, and X. Tang, "Minutiae-based Fingerprint Matching Using Subset Combination," Proc. 18th Int’l Conf. Pattern Recognition (ICPR), vol. 4, pp. 566-569, Aug. 2006.
  452. S. Yan and X. Tang, "Dimensionality Reduction with Adaptive Kernels," Proc. 18th Int’l Conf. Pattern Recognition (ICPR), vol. 4, pp. 626-629, Aug. 2006.
  453. W. Zheng and X. Tang, "A Robust Algorithm for Generalized Orthonormal Discriminant Vectors," Proc. 18th Int’l Conf. Pattern Recognition (ICPR), vol. 4, pp. 784-787, Aug. 2006.
  454. T. Yuan, S. Yan and X. Tang, "Perspective Symmetry Invariant and Its Applications," Proc. 18th Int’l Conf. Pattern Recognition (ICPR), vol. 4, pp. 65-68, Aug. 2006.
  455. S. Chen, L. Cao, J. Liu, and X. Tang, "Automatic Segmentation of Lung Fields from Radiographic Images of SARS Patients Using a New Graph Cuts Algorithm," Proc. 18th Int’l Conf. Pattern Recognition (ICPR), vol. 4, pp. 271-274, Aug. 2006.
  456. H. Wang, S. Yan, T. Huang, and X. Tang, "Maximum Unfolded Embedding: Formulation, Solution,and Application for Image Clustering," Proc. ACM Int’l Conf. Multimedia (ACM MM), pp. 45-48, Oct. 2006.
  457. Z. Li, J. Liu, and X. Tang, "Shape from Regularities for Interactive 3D Reconstruction of Piecewise Planar Objects from Single Images," Proc. ACM Int’l Conf. Multimedia (ACM MM), pp. 85-88, Oct. 2006.
  458. Y. Li, C. Xu, J. Liu, and X. Tang, "Detecting irregularity in videos using kernel estimation and KD trees," Proc. ACM Int’l Conf. Multimedia (ACM MM), pp. 639-642, Oct. 2006.
  459. L. Cao, J. Liu, and X. Tang, "3D object retrieval using 2D line drawing and graph based relevance reedback,”" Proc. ACM Int’l Conf. Multimedia (ACM MM), pp. 105-108, Oct. 2006.
  460. C. Wang, Q. Yang, M. Chen, X. Tang, and Z. Ye, "Progressive cut," Proc. ACM Int’l Conf. Multimedia (ACM MM), pp. 251-260, Oct. 2006.
  461. X. Tang, F. Lin, S. Samson, and A. Remsen, "Binary Plankton Image Classification," IEEE J. Oceanic Eng. (OE), vol. 31, no. 3, pp. 728-735, Jul. 2006. [PDF]
  462. D. Tao, X. Tang, X. Li, and X. Wu, "Asymmetric bagging and random subspace for support vector machines-based relevance feedback in image retrieval," IEEE Trans. Pattern Analysis and Machine Intelligence (PAMI), vol. 28, no. 7, pp. 1088-1099, Jul. 2006. [PDF]
  463. D. Tao, X. Tang, X. Li, and Y. Rui, "Direct kernel biased discriminant analysis: a new content-based image retrieval relevance feedback algorithm," IEEE Trans. Multimedia (MM), vol. 8, no. 4, pp. 716-727, Aug. 2006. [PDF]
  464. Q. Liu, X. Tang, H. Lu, and S. Ma, "Face recognition using kernel scatter-difference-based discriminant analysis," IEEE Trans. Neural Networks (NN), vol. 17, no. 4, pp. 1081-1085, Jul. 2006. [PDF]
  465. Y. Matsushita, E. Ofek, W. Ge, X. Tang, and H. Shum, "Full-frame video stabilization with motion inpainting,”" IEEE Trans. Pattern Analysis and Machine Intelligence (PAMI), vol. 28, no. 7, pp. 1150-1163, Jul. 2006. [PDF]
  466. J. Dai, S. Yan, X. Tang, and James T. Kwok, "Locally adaptive classification piloted by uncertainty," Proc. Int’l Conf. Machine Learning (ICML), Jun. 2006. [PDF]
  467. R. Xiao, W. Li, Y. Tian, and X. Tang, "Joint Boosting Feature Selection for Robust Face Recognition," Proc. IEEE Conf. Computer Vision and Pattern Recognition (CVPR), vol. 2, pp. 1415-1422, Jun. 2006. [PDF]
  468. L. Liang, F. Wen, Y. Xu, X. Tang, and H. Shum, "Accurate Face Alignment using Shape Constrained Markov Network," Proc. IEEE Conf. Computer Vision and Pattern Recognition (CVPR), vol. 1, pp. 1313-1319, Jun. 2006. [PDF]
  469. D. Lin and X. Tang, "Recognize High Resolution Faces: From Macrocosm to Microcosm," Proc. IEEE Conf. Computer Vision and Pattern Recognition (CVPR), vol. 2, pp. 1355-1362, Jun. 2006. [PDF]
  470. H. Kang, X. Chen, Y. Matsushita, and X. Tang, "Space-Time Video Montage," Proc. IEEE Conf. Computer Vision and Pattern Recognition (CVPR), vol. 2, pp. 1331-1338, Jun. 2006. [PDF]
  471. D. Xu, S. Lin, S. Yan, and X. Tang, "Rank-one Projections with Adaptive Margins for Face Recognition," Proc. IEEE Conf. Computer Vision and Pattern Recognition (CVPR), vol. 1, pp. 175-181, Jun. 2006. [PDF]
  472. S. Yan, T. Yuan, and X. Tang, "Learning Semantic Patterns with Discriminant Localized Binary Projections," Proc. IEEE Conf. Computer Vision and Pattern Recognition (CVPR), vol. 1, pp. 168-174, Jun. 2006. [PDF]
  473. J. Wang, L. Quan, J. Sun, X. Tang, and H. Shum, "Picture Collage," Proc. IEEE Conf. Computer Vision and Pattern Recognition (CVPR), vol. 1, pp. 347-354, Jun. 2006. [PDF]
  474. T. Shiratori, Y. Matsushita, X. Tang, and S. Kang, "Video Completion by Motion Field Transfer," Proc. IEEE Conf. Computer Vision and Pattern Recognition (CVPR), vol. 1, pp. 411-418, Jun. 2006. [PDF]
  475. D. Lin, S. Yan, and X. Tang, "Pursuing Informative Projection on Grassmann Manifold," Proc. IEEE Conf. Computer Vision and Pattern Recognition (CVPR), vol. 2, pp. 1727-1734, Jun. 2006. [PDF]
  476. Y. Ke, X. Tang, and F. Jing, "The Design of High-Level Features for Photo Quality Assessment," Proc. IEEE Conf. Computer Vision and Pattern Recognition (CVPR), vol. 1, pp. 419-426, Jun. 2006. [PDF]
  477. S.C.H. Hoi, W. Liu, M.R. Lyu, and Wei-Ying Ma, "Learning Distance Metrics with Contextual Constraints for Image Retrieval," Proc. IEEE Conf. Computer Vision and Pattern Recognition (CVPR), vol. 2, pp. 2072-2078, Jun. 2006. [PDF]
  478. D. Lin and X. Tang, "Inter-modality Face Recognition," Proc. 9th European Conf. Computer Vision (ECCV), LNCS 3954, pp. 13-26, May 2006. [PDF]
  479. S. Yan and X. Tang, "Trace Quotient Problems Revisited," Proc. 9th European Conf. Computer Vision (ECCV), LNCS 3952, pp. 232-244, May 2006. [PDF]
  480. W. Liu, Z. Li, and X. Tang, "Spatio-temporal Embedding for Statistical Face Recognition from Video," Proc. 9th European Conf. Computer Vision (ECCV), LNCS 3952, pp. 374-388, May 2006. [PDF]
  481. D. Lin and X. Tang, "Conditional Infomax Learning: An Integrated Framework for Feature Extraction and Fusion," Proc. 9th European Conf. Computer Vision (ECCV), LNCS 3951, pp. 68-82, May 2006. [PDF]
  482. L. Cao, J. Liu, and X. Tang, "Degen Generalized Cylinders and Their Properties," Proc. 9th European Conf. Computer Vision (ECCV), LNCS 3951, pp. 83-94, May 2006. [PDF]
  483. F. Alter, Y. Matsushita, and X. Tang, "An Intensity Similarity Measure in Low-Light Conditions," Proc. 9th European Conf. Computer Vision (ECCV), LNCS 3954, pp. 267-280, May 2006. [PDF]
  484. L. Liang, F. Wen, X. Tang, and Y. Xu, "An Integrated Model for Accurate Shape Alignment," Proc. 9th European Conf. Computer Vision (ECCV), LNCS 3954, pp. 333-346, May 2006. [PDF]
  485. J. He, Z. Lin, L. Wang, and X. Tang, "Detecting Doctored JPEG Images Via DCT Coefficient Analysis," Proc. 9th European Conf. Computer Vision (ECCV), LNCS 3953, pp. 423-435, May 2006. [PDF]
  486. J. Sun, W. Zhang, X. Tang, and H.-Y. Shum, "Background Cut," Proc. 9th European Conf. Computer Vision (ECCV), LNCS 3952, pp. 374-388, May 2006. [PDF]

  487. 2005

  488. D. Xu, J. Liu, X. Li, Z. Liu, and X. Tang, "Insignificant shadow detection for video segmentation," IEEE Trans. on Circuits, Systems and Video Technology (CSVT), vol. 15, no. 8, pp. 1058-1064, Aug. 2005. [PDF]
  489. J. Liu and X. Tang, "Evolutionary search for faces from line drawings," IEEE Trans. on Pattern Analysis and Machine Intelligence (PAMI), vol. 27, no. 6, pp. 861-872, Jun. 2005. [PDF]
  490. X. Tang, F. Lin, and J. Liu, "Video-based handwritten Chinese character stroke tracing," IEEE Trans. Circuits, Systems, and Video Technology (CSVT), vol. 15, no. 1, pp. 167-174, Jan. 2005. [PDF]
  491. X. Wang and X. Tang, "Hallucinating face by eigentransformation," IEEE Trans. Systems, Man, and Cybernetics (SMC), Part C, vol. 35, no. 3, pp. 425-434, Aug. 2005. [PDF]
  492. Q. Yang, D. Gong, and X. Tang, "Modeling Micro-pattern for Feature Extraction," Proc. IEEE Int’l Conf. Computer Vision workshop on Automatic Modeling of Face and Gesture, Beijing, 2005.
  493. W. Zhao, S. Gong, and X. Tang (Eds.), Analysis and Modelling of Faces and Gestures, Springer 2005.
  494. W. Liu and X. Tang, "Learning an image-word embedding for image auto-annotation on the nonlinear latent space," Proc. ACM Int'l Conf. Multimedia (ACM MM), pp.451-454, Nov. 2005.
  495. L. Xin, Q. Wang, J. Tao, X. Tang, T. Tan, and H. Shum, "Automatic 3D Face Modeling from Video," Proc. IEEE Int'l Conf. Computer Vision (ICCV), vol. 2, pp. 1193-1199, Oct. 2005. [PDF]
  496. Q. Wang, X. Tang, and H. Shum, "Patch Based Blind Image Super Resolution," Proc. IEEE Int'l Conf. Computer Vision (ICCV), vol. 1, pp. 709-716, Oct. 2005. [PDF]
  497. J. Sun, W. Zhang, X. Tang, and H. Shum, "Bi-Directional Tracking Using Trajectory Segment Analysis," Proc. IEEE Int'l Conf. Computer Vision (ICCV), vol. 1, pp. 717-724, Oct. 2005. [PDF]
  498. Y. Deng, Q. Yang, X. Lin, and X. Tang, "A Symmetric Patch-Based Correspondence Model for Occlusion Handling," Proc. IEEE Int'l Conf. Computer Vision (ICCV), vol. 2, pp. 1316-1322, Oct. 2005. [PDF]
  499. D. Lin and X. Tang, "Coupled Space Learning for Image Style Transformation," Proc. IEEE Int'l Conf. Computer Vision (ICCV), vol. 2, pp. 1699-1706, Oct. 2005. [PDF]
  500. L. Cao, J. Liu, and X. Tang, "3D Object Reconstruction from a Single 2D Line Drawing without Hidden Lines," Proc. IEEE Int'l Conf. Computer Vision (ICCV), vol. 1, pp. 277-277, Oct. 2005. [PDF]
  501. F. Zhao, X. Tang, F. Lin, S. Samson, and A. Remsen, "Binary Plankton Image Classification Using Random Subspace," Proc. IEEE Int'l Conf. Image Processing (ICIP), vol. 1, pp. 357-360, Sep. 2005.
  502. L. Sha, F. Zhao, and X. Tang, "Fingerprint Matching Using Minutiae and Interpolation-based Square Tessellation Fingercode," Proc. IEEE Int'l Conf. Image Processing (ICIP), vol. 2, pp. 41-44, Sep. 2005.
  503. T. Yuan and X. Tang, "Efficient Local Reflectional Symmetries Detection," Proc. IEEE Int'l Conf. Image Processing (ICIP), vol. 3, pp. 1180-1183, Sep. 2005.
  504. S. Yan and X. Tang, "Largest-Eigenvalue-Theory for Incremental Principal Component Analysis," Proc. IEEE Int'l Conf. Image Processing (ICIP), vol. 1, pp. 1181-1184, Sep. 2005.
  505. D. Lin, S. Yan, and X. Tang, "Feedback-based Dynamic Generalized LDA for Face Recognition," Proc. IEEE Int'l Conf. Image Processing (ICIP), vol. 2, pp. 922-925, Sep. 2005.
  506. D. Lin, S. Yan, and X. Tang, "Comparative Study: Face Recognition on Unspecific Persons using Linear Subspace Methods," Proc. IEEE Int'l Conf. Image Processing (ICIP), vol. 3, pp. 764-767, Sep. 2005.
  507. D. Lin, Y. Xu, X. Tang, and S. Yan, "Tensor-based Factor Decomposition for Relighting," Proc. IEEE Int'l Conf. Image Processing (ICIP), vol. 2, pp. 386-389, Sep. 2005.
  508. D. Lin, W. Liu, and X. Tang, "Layered Local Prediction Network with Dynamic Learning for Face Super-resolution," Proc. IEEE Int'l Conf. Image Processing (ICIP), vol. 1, pp. 885-888, Sep. 2005.
  509. W. Liu, D. Lin, and X. Tang, "Face Hallucination Through Dual Associative Learning," Proc. IEEE Int'l Conf. Image Processing (ICIP), vol. 1, pp. 873-876, Sep. 2005.
  510. W. Zhang, Y. Zhou, X. Tang, and J. Deng, "A Probabilistic Model for Robust Face Alignment in Videos," Proc. IEEE Int'l Conf. Image Processing (ICIP), vol. 3, pp. 1060-1063, Sep. 2005.
  511. D. Gong, Q. Yang, X. Tang, and J. Lu, "Extracting Micro-Structural Gabor Features for Face Recognition," Proc. IEEE Int'l Conf. Image Processing (ICIP), vol. 2, pp. 942- 945, Sep. 2005.
  512. H. Jin, Q. Liu, X. Tang, and H. Lu, "Learning Local Descriptors for Face Detection," Proc. IEEE Int'l Conf. on Multimedia and Expo (ICME), pp. 928-931, Jul. 2005.
  513. W. Liu, D. Lin, and X. Tang, "Neighbor Combination and Transformation for Hallucinating Faces," Proc. IEEE Int'l Conf. on Multimedia and Expo (ICME), pp. 145-148, Jul. 2005.
  514. S. Yan, D. Xu, Q. Yang, L. Zhang, X. Tang, and H. Zhang, "Discriminant Analysis with Tensor Representation," Proc. IEEE Conf. Computer Vision and Pattern Recognition (CVPR), vol. 1, pp. 526-532, Jun. 2005. [PDF]
  515. S. Yang, S. Yan, D. Xu, X. Tang, and C. Zhang, "Fisher + Kernel Criterion for Discriminant Analysis," Proc. IEEE Conf. Computer Vision and Pattern Recognition (CVPR), vol. 2, pp. 197-202, Jun. 2005. [PDF]
  516. Z. Li, W. Liu, D. Lin, and X. Tang, "Nonparametric Subspace Analysis for Face Recognition," Proc. IEEE Conf. Computer Vision and Pattern Recognition (CVPR), vol. 2, pp. 961-966, Jun. 2005. [PDF]
  517. Q. Liu, X. Tang, H. Jin, H. Lu, and S. Ma, "A Nonlinear Approach for Face Sketch Synthesis and Recognition," Proc. IEEE Conf. Computer Vision and Pattern Recognition (CVPR), vol. 1, pp. 1005-1010, Jun. 2005. [PDF]
  518. W. Liu, D. Lin, and X. Tang, "Hallucinating Faces: TensorPatch Super-Resolution and Coupled Residue Compensation," Proc. IEEE Conf. Computer Vision and Pattern Recognition (CVPR), vol. 2, pp. 478-484, Jun. 2005. [PDF]
  519. Y. Matsushita, E. Ofek, X. Tang, and H. Shum, "Full-Frame Video Stabilization," Proc. IEEE Conf. Computer Vision and Pattern Recognition (CVPR), vol. 1, pp.50-57, Jun. 2005. [PDF]
  520. X. Wang and X. Tang, "Subspace Analysis Using Random Mixture Models," Proc. IEEE Conf. Computer Vision and Pattern Recognition (CVPR), vol. 1, pp. 574-580, Jun. 2005. [PDF]
  521. Z. Lin, R. Wang, X. Tang, and H. Shum, "Detecting Doctored Images Using Camera Response Normality and Consistency," Proc. IEEE Conf. Computer Vision and Pattern Recognition (CVPR), vol. 1, pp. 1087-1092, Jun. 2005. [PDF]
  522. Y. Zhou, W. Zhang, X. Tang, and H. Shum, "A Bayesian Mixture Model for Multi-View Face Alignment," Proc. IEEE Conf. Computer Vision and Pattern Recognition (CVPR), vol. 2, pp. 741-746, Jun. 2005. [PDF]

  523. 2004

  524. X. Wang and X. Tang, "A unified framework for subspace face recognition," IEEE Trans. Pattern Analysis and Machine Intelligence (PAMI), vol. 26, no. 9, pp. 1222-1228, Sep. 2004. [PDF]
  525. X. Tang and X. Wang, "Face sketch recognition," IEEE Trans. Circuits, Systems, and Video Technology (CSVT), vol. 14, no. 1, pp. 50-57, Jan. 2004. [PDF]
  526. X. Tang, S. Ma, L. O’Gorman, and M. Tistarelli, "Introduction to the special issue on image- and video-based biometrics, Part I," IEEE Trans. Circuits, Systems, and Video Technology (CSVT), vol. 14, no. 1, pp. 1-3, Jan. 2004. [PDF]
  527. X. Tang, S. Ma, L. O’Gorman, and M. Tistarelli, "Introduction to the special issue on image- and video-based biometrics, Part II," IEEE Trans. Circuits, Systems, and Video Technology (CSVT), vol. 14, no. 2, pp. 1-3, Feb. 2004. [PDF]
  528. K. Ma and X. Tang, "Experimental study of translation-invariant DWT face feature estimation," Int’l J. of Wavelets, Multiresolution, and Information Processing, vol.2, No. 3, pp. 313-321, Sep. 2004.
  529. Q. Yang and X. Tang, "Recent advances in subspace analysis for face recognition," Invited Paper, Advances in Biometric Person Authentication, Li S.Z. et al. (Eds.), Springer-Verlag Berlin Heidelberg, pp. 275-287, Dec. 2004.
  530. K. Tam, L. Yu, D. Tao, H. Liu, B. Luo, and X. Tang, "Content-based SMIL retrieval," Proc. SPIE International Conf. on Image and Graphics, Hong Kong, China, Dec. 2004.
  531. H. Liu, X. Xie, X. Tang, and W. Ma, "Clustering-based web image search results navigation on mobile devices," Invited Paper, Proc. of the First Asia Information Retrieval Symposium, Beijing, China, Oct. 2004.
  532. D. Tao, H. Liu, and X. Tang, "K-BOX: A query-by-singing based music retrieval system," Proc. 12th ACM Int’l Conf. Multimedia (ACM MM), pp. 464-467, Oct. 2004.
  533. Z. Li, X. Xie, H. Liu, X. Tang, M. Li, and W. Ma, "Intuitive and effective interfaces for WWW image search engine," Demo Paper, Proc. 12th ACM Int’l Conf. Multimedia (ACM MM), pp. 748-749, Oct. 2004.
  534. H. Liu, X. Xie, X. Tang, Z. Li, and W. Ma, "Effective Browsing of Web Image Search Results," Proc. ACM SIGMM Int’l Workshop on Multimedia Information Retrieval (ACM MIR), pp. 84-90, Oct. 2004.
  535. J. Liu and X. Tang, "A review of methods in face identification from line drawings for 3D object reconstruction,"" Invited paper, Proc. International Symposium on Computer Vision, Object Tracking and Recognition, Beijing, China, Aug. 2004.
  536. X. Wang and X. Tang, "Random sampling LDA for face recognition," Proc. IEEE Conf. Computer Vision and Pattern Recognition (CVPR), vol. 2, pp. 259-265, Jun. 2004. [PDF]
  537. X. Wang and X. Tang, "Dual-space linear discriminant analysis for face recognition," Proc. IEEE Conf. Computer Vision and Pattern Recognition (CVPR), vol. 2, pp. 564-569, Jun. 2004. [PDF]
  538. Z. Li and X. Tang, "Bayesian face recognition using support vector machine and face clustering," Proc. IEEE Conf. Computer Vision and Pattern Recognition (CVPR), vol. 2, pp. 374-380, Jun. 2004. [PDF]
  539. X. Tang and Z. Li, "Frame synchronization and multi-level subspace analysis for video based face recognition," Proc. IEEE Conf. Computer Vision and Pattern Recognition (CVPR), vol. 2, pp. 902-907, Jun. 2004. [PDF]
  540. D. Tao and X. Tang, "Orthogonal complement component analysis for positive samples in SVM based relevance feedback image retrieval," Proc. IEEE Conf. Computer Vision and Pattern Recognition (CVPR), vol. 2, pp. 586-591, Jun. 2004. [PDF]
  541. D. Tao and X. Tang, "Random sampling based SVM for relevance feedback image retrieval," Proc. IEEE Conf. Computer Vision and Pattern Recognition (CVPR), vol. 2, pp. 647-652, Jun. 2004. [PDF]
  542. J. Liu and X. Tang, "Efficient search of faces from complex line drawings," Proc. IEEE Conf. Computer Vision and Pattern Recognition (CVPR), vol. 2, pp.791-796, Jun. 2004. [PDF]
  543. X. Wang, and X. Tang, "Bayesian face recognition based on Gaussian mixture models," Proc. 17th Int’l Conf. Pattern Recognition (ICPR), vol. 4, pp. 142-145, Aug. 2004.
  544. Q. Liu, X. Tang, H. Lu, and S. Ma, "Kernel scatter-difference based discriminant analysis for face recognition," Proc. 17th Int’l Conf. Pattern Recognition (ICPR), vol. 2, pp. 419-422, Aug. 2004.
  545. L. Sha and X. Tang, "Orientation-improved minutiae for fingerprint matching," Proc. 17th Int’l Conf. Pattern Recognition (ICPR), vol. 2, pp. 432-435, Aug. 2004.
  546. D. Tao and X. Tang, "Nonparametric discriminant analysis in relevance feedback for content-based image retrieval," Proc. 17th Int’l Conf. Pattern Recognition (ICPR), vol. 2, pp. 1013-1016, Aug. 2004.
  547. D. Tao and X. Tang, "SVM-based relevance feedback using random subspace method," Proc. IEEE Int’l Conf. Multimedia and Expo (ICME), vol. 1, pp. 269-272, Jun. 2004.
  548. D. Tao and X. Tang, "Kernel full-space biased discriminant analysis," Proc. IEEE Int’l Conf. Multimedia and Expo (ICME), vol. 2, pp. 1287-1290, Jun. 2004.
  549. D. Xu, J. Liu, Z. Liu, and X. Tang, "Indoor shadow detection for video segmentation," Proc. IEEE Int’l Conf. Multimedia and Expo (ICME), vol. 1, pp. 41-44, Jun. 2004.
  550. D. Tao and X. Tang, "A direct method to solve the biased discriminant analysis in kernel feature space for content based image retrieval," Proc. IEEE Int’l Conf. Acoustics, Speech, and Signal Processing (ICASSP), vol. 3, pp. 441-444, May 2004.
  551. X. Wang, and X. Tang, "Hallucinating face by eigentransformation with distortion reduction," Proc. Int’l Conf. Biometric Authentication (ICBA), pp. 88-94, Jul. 2004.
  552. X. Wang, and X. Tang, "Using random subspace to combine multiple features for face recognition," Proc. Sixth Int’l Conf. Automatic Face and Gesture Recognition (FG), pp. 284-289, May 2004.
  553. X. Tang and Z. Li, "Video based face recognition using multiple classifiers," Proc. Sixth Int’l Conf. Automatic Face and Gesture Recognition (FG), pp. 345-349, May 2004.
  554. X. Wang and X. Tang, "Improving indoor and outdoor face recognition using unified subspace analysis and Gabor features," Proc. IEEE Int’l Conf. Image Processing (ICIP), vol. 3, pp. 1983-1986, Oct. 2004.
  555. L. Sha and X. Tang, "Combining exclusive and continuous fingerprint classification," Proc. IEEE Int’l Conf. Image Processing (ICIP), vol. 2, pp. 1245-1248, Oct. 2004.
  556. X. Tang, D. Tao, and Gregory E. Antonio, "Texture classification of SARS infected region in radiographic image," Proc. IEEE Int’l Conf. Image Processing (ICIP), vol. 5, pp. 2941-2944, Oct. 2004.
  557. X. Wang and X. Tang, "Experimental study on multiple LDA classifier combination for high dimensional data classification," Proc. Fifth Int’l Workshop Multiple Classifier Systems (MCS), pp. 344 – 353, Jun. 2004.
  558. D. Tao, J. Liu, and X. Tang, "Learning user’s perception using region-based SVM for content-based image retrieval," Proc. Int’l Conf. Imaging Science, Systems, and Technology (CISST), Jun. 2004.
  559. D. Tao and X. Tang, "Multi-class discriminant learning for image retrieval," Proc. Int’l Conf. Imaging Science, Systems, and Technology (CISST), Jun. 2004.
  560. Z. Li and X. Tang, "LDA-based face recognition using different training data sets," Proc. Int’l Conf. Imaging Science, Systems, and Technology (CISST), Jun. 2004.

  561. 2003

  562. H. Singh, X. Tang, E. Trucco, and D. Lane, "Guest editorial special issue on underwater image and video processing," IEEE J. Oceanic Eng. (OE), vol. 28, pp. 569- 569, Oct. 2003.
  563. X. Wang and X. Tang, "Bayesian face recognition using Gabor features," Proc. ACM SIGMM Workshop Multimedia Biometrics Methods and Applications (ACM BMA), pp. 70-73, Nov. 2003.
  564. H. Shen and X. Tang, "Generic sign board detection in images," Proc. Fifth ACM SIGMM Int’l Workshop Multimedia Information Retrieval (ACM MIR), pp. 144-149, Nov. 2003.
  565. X. Wang and X. Tang, "Unified subspace analysis for face recognition," Proc. Ninth IEEE Int’l Conf. Computer Vision (ICCV), pp. 679-686, Oct. 2003. [PDF]
  566. X. Tang and X. Wang, "Face sketch synthesis and recognition," Proc. Ninth IEEE Int’l Conf. Computer Vision (ICCV), pp. 687-694, Oct. 2003. [PDF]
  567. F. Lin and X. Tang, "Dynamic stroke information analysis for video-based handwritten Chinese character recognition," Proc. Ninth IEEE Int’l Conf. Computer Vision (ICCV), pp. 695-700, Oct. 2003. [PDF]
  568. B. Luo, X. Tang, J. Liu and H. Zhang, "Video caption detection and extraction using temporal information," Proc. IEEE Int’l Conf. Image Processing (ICIP), vol. 1, pp. 297-300, Sep. 2003.
  569. L. Sha, F. Zhao, and X. Tang, "Improved fingercode for filterbank-based fingerprint matching," Proc. IEEE Int’l Conf. Image Processing (ICIP), vol. 2, pp. 895-898, Sep. 2003.
  570. X. Wang and X. Tang, "Face hallucination and recognition," Proc. Fourth Int’l Conf. Audio- and Video- Based Biometric Person Authentication (AVBPA), Jun. 2003.
  571. A. Tam, H. Shen, J. Liu, and X. Tang, "Quadrilateral signboard detection and text extraction," Proc. Int’l Conf. Imaging Science, Systems, and Technology (CISST), Jun. 2003.
  572. X. Tang, F. Lin, S. Samson, and A. Remsen, "Feature extraction for binary plankton image classification," Proc. Int’l Conf. Imaging Science, Systems, and Technology (CISST), Jun. 2003.
  573. X. Wang and X. Tang, "An improved bayesian face recognition algorithm in PCA subspace," Proc. IEEE Int’l Conf. Acoustics, Speech, and Signal Processing (ICASSP), vol. 3, pp. 129-132, Apr. 2003.
  574. K. Ma and X. Tang, "Face recognition using discrete wavelet graph," Proc. IEEE Int’l Conf. Acoustics, Speech, and Signal Processing (ICASSP), vol. 6, pp. 117-120, Apr. 2003.
  575. B. Luo, X. Wang, and X. Tang, "A world wide web based image search engine using text and image content features," Proc. SPIE Electronic Imaging, Internet Imaging IV, Jan. 2003.

  576. 2002

  577. J. Liu, Y. T. Lee and W. K. Cham, "Identifying faces in a 2D line drawing representing a manifold object," IEEE Trans. Pattern Analysis and Machine Intelligence (PAMI), vol. 24, no. 12, pp. 1579-1593, Dec. 2002. [PDF]
  578. X. Gao and X. Tang, "Unsupervised video shot segmentation and model-free anchorperson detection for news video story parsing," IEEE Trans. Circuits, Systems, and Video Technology (CSVT), vol. 12, no. 9, pp. 765-776, Sep. 2002. [PDF]
  579. X. Tang, X. Gao, J. Liu, and H. Zhang, "A spatial-temporal approach for video caption detection and recognition," IEEE Trans. Neural Networks (NN), special issue on intelligent multimedia processing, vol. 13, no. 4, pp. 961-971, Jul., 2002. [PDF]
  580. X. Tangand X. Wang, "Face photo recognition using sketch," Proc. IEEE Int’l Conf. Image Processing (ICIP), vol. 1, pp. 257-260, Sep. 2002.
  581. X. Li, D. Tao, Y. Yuan, N. Yu, Z. Liu and X. Tang, "Illumination-invariant color histogram spectrum feature for content-based image retrieval," Proc. Eighth IEEE Int’l Conf. Methods and Models in Automation and Robotics, Sep. 2002.
  582. D. Tao, X. Li, Y. Yuan, N. Yu, Z. Liu and X. Tang, "Color image semantic segmentation using modified JSEG algorithm," Proc. Eighth IEEE Int’l Conf. Methods and Models in Automation and Robotics, Sep. 2002.
  583. X. Tang, B. Luo, X. Gao, E. Pissaloux, and H. Zhang, "Video text extraction using temporal feature vectors," Proc. IEEE Int’l Conf. Multimedia and Expo (ICME), vol. 1, pp. 85-88, Aug. 2002.
  584. F. Lin and X. Tang, "Off-line handwritten Chinese character stroke extraction," Proc. 16th Int’l Conf. Pattern Recognition (ICPR), vol. 3, pp. 249-252, Aug. 2002.
  585. D. Tao, X. Li, Y. Yuan, N. Yu, Z. Liu and X. Tang, "A set of novel textural features based on 3D co-occurrence matrix for content-based image retrieval," Proc. Fifth Int’l Conf. Information Fusion, vol. 2, pp. 1403-1407, Jul. 2002.
  586. Z. Li and X. Tang, "Eigenface recognition using different training data sizes," Proc. Int’l Conf. Information Security (ICIS), pp. 31-35, Jul. 2002.
  587. F. Zhao and X. Tang, "Duality-based post-processing for fingerprint minutiae extraction," Proc. Int’l Conf. Information Security (ICIS), pp. 36-42, Jul. 2002.
  588. F. Zhao and X. Tang, "Preprocessing for skeleton-based fingerprint minutiae extraction," Proc. Int’l Conf. Imaging Science, Systems, and Technology (CISST), pp. 742-745, Jun. 2002.
  589. X. Tangand F. Lin, "Video-based handwritten character recognition," Proc. IEEE Int’l Conf. Acoustics, Speech, and Signal Processing (ICASSP), vol. 4, pp. 3748-3751, May 2002.

  590. 2001

  591. J. Liu and Y. T. Lee, "A graph-based method for face identification from a single 2D line drawing," IEEE Trans. Pattern Analysis and Machine Intelligence (PAMI), vol. 23, no. 10, pp. 1106-1119, Oct. 2001. [PDF]
  592. K. Ma and X. Tang, "Translation-invariant face feature estimation using discrete wavelet transform," Proc. Second Int’l Conf. Wavelet Analysis and Its Applications, pp. 200-210, Dec. 2001.
  593. X. Gao and X. Tang, "Unsupervised and Model-free news video segmentation," Proc. IEEE Workshop Content-Based Access of Image and Video Libraries, in association with CVPR 2001, pp. 58-64, Dec. 2001.
  594. P.Y. Hui, X. Tang, H.M. Meng, W. Lam and X. Gao, "Automatic Story Segmentation for Spoken Document Retrieval," Proc. IEEE Int’l Conf. Fuzzy Systems, pp. 1319-1322, Dec. 2001.
  595. K. Ma and X. Tang, "Discrete wavelet face graph matching," Proc. IEEE Int’l Conf. Image Processing (ICIP), vol. 2, pp. 217-220, Oct. 2001.
  596. H.M. Meng, X. Tang, P.Y. Hui, X. Gao, and Y.C. Li, "Speech retrieval with video parsing for television news programs," Proc. IEEE Int’l Conf. Acoustics, Speech, and Signal Processing (ICASSP), vol. 3, pp. 1401-1404, May 2001.
  597. X. Tang, X. Gao, and C.Y. Wong, "NewsEye: a news video browsing and retrieval system," Proc. Int’l Symp. Intelligent Multimedia, Video and Speech Processing, pp. 150-153, May 2001.

  598. 2000

  599. X. Tang and W.K. Stewart, "Optical and sonar image classification: wavelet packet transforms vs. Fourier transforms," Computer Vision and Image Understanding (CVIU), vol. 79, pp. 25-46, Aug. 2000. [PDF]
  600. X. Tang, "Texture information in run-length matrices," IEEE Trans. Image Processing (IP), vol. 7, no. 11, pp. 1602-1609, Nov. 1998. [PDF]
  601. X. Tang, "Multiple competitive-learning network fusion for object classification," IEEE Trans. Systems, Man, and Cybernetics (SMC), vol. 28, no. 4, pp. 532-543, Aug. 1998. [PDF]
  602. X. Tang, W.K. Stewart, L. Vincent, H. Huang, M. Marty, S.M. Gallager, and C.S. Davis, "Automatic plankton image recognition," Artificial Intelligence Review (AIR), vol. 12, pp. 177-199, 1998. [PDF]
  603. X. Tang, C.Y. Chan, and J. Liu, "Handwritten Chinese character recognition through a video camera," Proc. IEEE Int’l Conf. Image Processing (ICIP), vol. 2, pp. 692-695, Sep. 2000.
  604. X. Tang, "Dominant texture image feature extraction and classification," Proc. Int’l Conf. Imaging Science, Systems, and Technology (CISST), pp. 468-473, Jul. 1999.
  605. X. Tang, "Intelligent detection and identification of deformable objects," Proc. Second IEEE Int’l Conf. Intelligent Processing Systems (CIPS), pp. 506-510, Aug. 1998.

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