D. Zhou, X. Zhou, D. Hu, H. Zhou L. Bai Z. Liu, W. Ouyang, " SepFusion: Finding Optimal Fusion Structures for Visual Sound Separation ", AAAI2022, 2022 [PDF]
S. Wang, Z. Wang, H. Li, W. Ouyang, " Category-specific Nuance Exploration Network for Fine-grained Object Retrieval ", AAAI2022, 2022 [PDF]
Xian Liu, Rui Qian, Hang Zhou, Di Hu, Weiyao Lin, Ziwei Liu, Bolei Zhou, Xiaowei Zhou, " Visual Sound Localization in the Wild by Cross-Modal Interference Erasing ", AAAI2022, 2022 [PDF]
Zhengyu Li, Zehui Chen, Ang Li, Liangji Fang, Qinhong Jiang, Xianming Liu, Junjun Jiang, Bolei Zhou, Hang Zhso, " SimIPU: Simple 2D Image and 3D Point Cloud Unsupervised Pre-Training for Spatial-Aware Visual Representations ", AAAI2022, 2022 [PDF]
Zhe Chen, Wenhai Wang, Enze Xie, Tong Lu, Ping Luo, " Towards Ultra-Resolution Neural Style Transfer via Thumbnail Instance Normalization ", AAAI2022, 2022 [PDF]
Xiangtai Li, Wenwei Zhang, Jiangmiao Pang, Kai Chen, Guangliang Cheng, Yunhai Tong, Chen Change Loy, " Video KNet: A Simple, Strong, and Unified Baseline For End-to-End Dense Video Segmentation ", CVPR2022, 2022 [PDF]
Li Si-Yao, Weijiang Yu, Tianpei Gu, Chunze Lin, Quan Wang, Chen Qian, Chen Change Loy, Ziwei Liu , " Bailando: 3D Dance Generation by Actor-Critic GPT with Choreographic Memory ", CVPR2022, 2022 [PDF]
Kelvin C.K. Chan, Shangchen Zhou, Xiangyu Xu, Chen Change Loy , " BasicVSR++: Effective Video Super-Resolution via Enhanced Propagation and Alignment ", CVPR2022, 2022 [PDF]
Chongzhi Zhang, Mingyuan Zhang, Shanghang Zhang, Daisheng Jin, Qiang Zhou, Zhongang Cai, Haiyu Zhao, Shuai Yi, Xianglong Liu, Ziwei Liu, " Delving Deep into the Generalization of Vision Transformers under Distribution Shifts ", CVPR2022, 2022 [PDF]
Q. Shen, L. Qiao, J. Guo, P. Li, X. Li, B. Li, W. Feng, W. Gan, W. Wu, W. Ouyang, " Unsupervised Learning of Accurate Siamese Tracking ", CVPR2022, 2022 (Oral) [PDF]
L. Xu, W. Ouyang, M. Bennamoun, F. Boussaid, D. Xu, " Multi-class Token Transformer for Weakly Supervised Semantic Segmentation ", CVPR2022, 2022 [PDF]
T. Han, L. Bai, J. Gao, Q. Wang, W. Ouyang, " DR.VIC: Decomposition and Reasoning for Video Individual Counting ", CVPR2022, 2022 [PDF]
J. Wang, B. Wu, R. Su, M. Cao, S. Shi, W. Ouyang, Y. Yang, " Accelerating Neural Network Optimization Through an Automated Control Theory Lens ", CVPR2022, 2022
W. Zeng, S. Jin, W. Liu, C. Qian, P. Luo, W. Ouyang, X. Wang, " Not All Tokens Are Equal: Human-centric Visual Analysis via Token Clustering Transformer ", CVPR2022, 2022 (Oral) [PDF]
P. Ye, B. Li, Y. Li, T. Chen, J. Fan, W. Ouyang, " Beta-Decay Regularization for Differentiable Architecture Search ", CVPR2022, 2022 (Oral) [PDF]
Z. Wang, S. Tang, F. Zhu, L. Bai, R. Zhao, D. Qi, W. Ouyang, " Revisiting the Transferability of Supervised Pretraining: an MLP Perspective ", CVPR2022, 2022 [PDF]
Jianyuan Wang, Ceyuan Yang, Yinghao Xu, Yujun Shen, Hongdong Li, and Bolei Zhou, " Improving GAN Equilibrium by Raising Spatial Awareness ", CVPR2022, 2022 [PDF]
Yinghao Xu, Sida Peng, Ceyuan Yang, Yujun Shen, and Bolei Zhou, " 3D-aware Image Synthesis via Learning Structural and Textural Representations ", CVPR2022, 2022 [PDF]
Xian Liu, Qianyi Wu, Hang Zhou, Yinghao Xu, Rui Qian, Xinyi Lin, Xiaowei Zhou, Wayne Wu, Bo Dai, and Bolei Zhou, " Learning Hierarchical Cross-Modal Association for Co-Speech Gesture Generation ", CVPR2022, 2022 [PDF]
Yinghao Xu, Fangyun Wei, Xiao Sun, Ceyuan Yang, Yujun Shen, Bo Dai, Bolei Zhou, and Stephen Lin, " Cross-Model Pseudo-Labeling for Semi-Supervised Action Recognition ", CVPR2022, 2022 [PDF]
Jingwen He, Wu Shi, Kai Chen, Lean Fu, Chao Dong, " GCFSR: a Generative and Controllable Face Super Resolution Method Without Facial and GAN Priors ", CVPR2022, 2022 [PDF]
Haiyang Wang, Shaoshuai Shi, Ze Yang, Rongyao Fang, Qi Qian, Hongsheng Li, Bernt Schiele, Liwei Wang, " RBGNet: Ray-based Grouping for 3D Object Detection ", CVPR2022, 2022 [PDF]
Jingbo Wang ,Yu Rong,Jingyuan Liu ,Sijie Yan , Dahua Lin,Bo Dai , " Towards Diverse and Natural Scene-aware 3D Human Motion Synthesi ", CVPR2022, 2022 [PDF]
Haodong Duan,Nanxuan Zhao,Kai Chen, Dahua Lin , " TransRank: Self-supervised Video Representation Learning via Ranking-based Transformation Recognition ", CVPR2022, 2022 [PDF]
Jintao Lin ,Haodong Duan ,Kai Chen ,Dahua Lin,Limin Wang, " OCSampler: Compressing Videos to One Clip with Single-step Sampling ", CVPR2022, 2022 [PDF]
Mingxin Huang ,Yuliang Liu ,Zhenghao Peng,Chongyu Liu ,Dahua Lin,Shenggao Zhu,Nicholas Yuan ,Kai Ding ,Lianwen Jin , " SwinTextSpotter: Scene Text Spotting via Better Synergy between Text Detection and Text Recognition ", CVPR2022, 2022 [PDF]
Haoqi Wang, Zhizhong Li, Litong Feng, Wayne Zhang, " ViM: Out-Of-Distribution with Virtual-logit Matching ", CVPR2022, 2022 [PDF]
Boyang Xia, Wenhao Wu, Haoran Wang, RUI SU, Dongliang He, Haosen Yang, Xiaoran Fan, Wanli Ouyang, " NSNet: Non-saliency Suppression Sampler for Efficient Video Recognition ", ECCV2022, 2022 [PDF]
Shixiang Tang, Feng Zhu, Lei Bai, Rui Zhao, Chenyu Wang, Wanli Ouyang, " Unifying Vision Unsupervised Contrastive Learning from a Graph Perspective ", ECCV2022, 2022 [PDF]
Shixiang Tang, Feng Zhu, Lei Bai, Rui Zhao, Wanli Ouyang, " Relative Contrastive Loss for Unsupervised Representation Learning ", ECCV2022, 2022 [PDF]
Haiyang Yang, Meilin Chen, Yizhou Wang, Shixiang Tang, Feng Zhu, Lei Bai, Rui Zhao, Wanli Ouyang, " Domain Invariant Autoencoders for Self-supervised Learning from Multi-domains ", ECCV2022, 2022 [PDF]
Hao Meng, Sheng Jin, Wentao Liu, Chen Qian, Mengxiang Lin, Wanli Ouyang, Ping Luo, " 3D Interacting Hand Pose Estimation by Hand De-occlusion and Removal ", ECCV2022, 2022 [PDF]
Sheng Jin, Lumin XU, Wang ZENG, Wentao Liu, Chen Qian, Wanli Ouyang, Ping Luo, Xiaogang Wang, " Pose for Everything: Towards Category-Agnostic Pose Estimation ", ECCV2022, 2022 (Oral) [PDF]
Boyu Chen, Peixia Li, Lei Bai, Lei Qiao, Qiuhong Shen, Bo Li, Weihao Gan, Wei Wu, Wanli Ouyang, " Backbone is All Your Need: A Simplified Architecture for Visual Object Tracking ", ECCV2022, 2022 [PDF]
Xuesong Chen, Shaoshuai Shi, Benjin Zhu, Ka Chun Cheung, Hang Xu, Hongsheng Li, " MPPNet: Multi-Frame Feature Intertwining with Proxy Points for 3D Temporal Object Detection ", ECCV2022, 2022 [PDF]
Zhaoyang Huang, Xiaoyu Shi, Chao Zhang, Qiang Wang, Ka Chun Cheung, Hongwei Qin, Jifeng Dai, Hongsheng Li , " FlowFormer: A Transformer Architecture for Optical Flow, ", ECCV2022, 2022 [PDF]
Jihao Liu, Hongsheng Li, Guanglu Song, Xin Huang, Yu Liu , " UniNet: Unified Architecture Search with Convolution, Transformer, and MLP ", ECCV2022, 2022 [PDF]
Dasong Li, Yi Zhang, Ka Lung Law, Xiaogang Wang, Hongwei Qin, Hongsheng Li, " Efficient Burst Raw Denoising with Variance Stabilization and Multi-frequency Denoising Network, ", IJCV, 2022 [PDF]
Zhaoyang Huang, Xiaokun Pan, Weihong Pan, Weikang Bian, Yan Xu, Ka Chun Cheung, Guofeng Zhang, Hongsheng Li , " NeuralMarker: A Framework for Learning General Marker Correspondence ", SIGGRAPH ASIA 2022, 2022 [PDF]
Keqiang Sun, Shangzhe Wu, Zhaoyang Huang, Ning Zhang, Quan Wang, HongSheng Li, " Controllable 3D Face Synthesis with Conditional Generative Occupancy Fields ", NeurIPS2022, 2022 [PDF]
Shijie Geng, Peng Gao, Moitreya Chatterjee, Chiori Hori, Jonathan LeRoux, Yongfeng Zhang, Hongsheng Li, Anoop Cherian, " Dynamic Graph Representation Learning for Video Dialog via Multi-Modal Shuffled Transformers ", AAAI2021, 2021 [PDF]
S. Wang, H. Li, Z. Wang, W. Ouyang, " Dynamic Position-aware Network for Fine-grained Image Recognition ", AAAI2021, 2021 [PDF]
S. Tang, P. Su, D. Chen, W. Ouyang, " Gradient Regularized Contrastive Learning for Continual Domain Adaptation ", AAAI2021, 2021 [PDF]
Mingye Xu, Zhipeng Zhou, Junhao Zhang, Yu Qiao, " Investigate Indistinguishable Points in Semantic Segmentation of 3D Point Cloud ", AAAI2021, 2021 [PDF]
Xiaoke Jiang, Qu Qiao, Junjie Yan, Qichen Li, Wanrong Zheng, Dapeng Chen,, " SSN3D: Self-Separated Network to Align Parts for 3D Convolution in Video Person Re-Identification ", AAAI2021, 2021 [PDF]
Kelvin C.K. Chan, Xintao Wang, Ke Yu, Chao Dong, Chen Change Loy, " BasicVSR: The Search for Essential Components in Video Super-Resolution and Beyond ", CVPR2021, 2021 [PDF]
Linsen Song, Wayne Wu, Chaoyou Fu, Chen Qian, Chen Change Loy, Ran He , " Pareidolia Face Reenactment ", CVPR2021, 2021 [PDF]
Xinya Ji, Hang Zhou, Kaisiyuan Wang, Wayne Wu, Xun Cao, Chen Change Loy, Feng Xu, " Audio-Driven Emotional Video Portraits ", CVPR2021, 2021 [PDF] [Project]
Rui Xu, Xintao Wang, Kai Chen, Bolei Zhou, Chen Change Loy, " Positional Encoding as Spatial Inductive Bias in GANs ", CVPR2021, 2021 [PDF]
Ruicheng Feng, Chongyi Li, Huaijin Chen, Shuai Li, Chen Change Loy, Jinwei Gu, " Removing Diffraction Image Artifacts in Under-Display Camera via Dynamic Skip Connection Network ", CVPR2021, 2021 [PDF]
Chongyi Li, Chunle Guo, Chen Change Loy, " Learning to Enhance Low-Light Image via Zero-Reference Deep Curve Estimation ", TPAMI, 2021 [PDF]
Xinzhu Ma, Yinmin Zhang, Dan Xu, Dongzhan Zhou, Shuai Yi, Haojie Li, Wanli Ouyang, " Delving into Localization Errors for Monocular 3D Object Detection ", CVPR2021, 2021 [PDF]
Yingjie Cai, Xuesong Chen, Chao Zhang, Kwan-Yee Lin, Xiaogang Wang, Hongsheng Li, " Semantic Scene Completion via Integrating Instances and Scene in the Loop ", CVPR2021, 2021 [PDF]
Xinge Zhu, Hui Zhou, Tai Wang, Fangzhou Hong, Yuexin Ma, Wei Li, Hongsheng Li, Dahua Lin, " Cylindrical and Asymmetrical 3D Convolution Networks for LiDAR Segmentation ", CVPR2021, 2021 (Oral) [PDF] [Code]
Zhaoyang Lyu, Minghao Guo, Tong Wu, Guodong Xu,Kehuan Zhang,Dahua Lin, " Towards Evaluating and Training Verifiably Robust Neural Networks ", CVPR2021, 2021 (Oral) [PDF] [Code]
Jiangmiao Pang, Kai Chen, Qi Li, Zhihai Xu, Jianping Shi, Huajun Feng, Wanli Ouyang, Dahua Lin, " Towards Balanced Learning for Instance Recognition ", IJCV, 2021 [PDF]
Pu Zhang , Jianru Xue, Pengfei Zhang, Nanning Zheng, and Wanli Ouyang, " Social-aware pedestrian trajectory prediction via states refinement LSTM ", TPAMI, 2021 [PDF]
Zhe Chen, Wanli Ouyang, Tongliang Liu, and Dacheng Tao, " A Shape Transformation-based Dataset Augmentation Framework for Pedestrian Detection ", IJCV, 2021 [PDF]
Hongwen Zhang, Jie Cao, Guo Lu, Wanli Ouyang, and Zhenan Sun, " Learning 3D Human Shape and Pose from Dense Body Parts ", TPAMI, 2021 [PDF]
Jiaqi Wang, Kai Chen, Rui Xu, Ziwei Liu, Chen Change Loy, and Dahua Lin, " CARAFE++: Unified Content-Aware ReAssembly of FEatures ", TPAMI, 2021 [PDF]
Xinge Zhu, Hui Zhou, Tai Wang, Fangzhou Hong, Wei Li, Yuexin Ma, Hongsheng Li, Ruigang Yang, Dahua Lin, " Cylindrical and Asymmetrical 3D Convolution Networks for LiDAR-based Perception ", TPAMI, 2021 [PDF] [Code]
Sirui Xie, Shoukang Hu, Xinjiang Wang, Chunxiao Liu, Jianping Shi, Xunying Liu, Dahua Lin, " Understanding the wiring evolution in differentiable neural architecture search ", The Society for AI and Statistics, 2021 [PDF]
L. Huang, Y. Huang, W. Ouyang, L. Wang, " Two-Branch Relational Prototypical Network for Weakly Supervised Temporal Action Localization ", TPAMI, 2021 [PDF]
W. Zhang, D. Xu, J. Zhang, W. Ouyang, " Progressive Modality Cooperation for Multi-Modality Domain Adaptation ", TIP, 2021 [PDF]
Ming Sun, Haoxuan Dou, Baopu Li, Junjie Yan, Lei Cui, Wanli Ouyang, " AutoSampling: Search for Effective Data Sampling Schedules ", ICML2021, 2021 [PDF]
Meihan Tong, Shuai Wang, Bin Xu, Yixin Cao, Minghui Liu, Lei Hou and Juanzi Li, " Learning from Miscellaneous Other-Class Words for Few-shot Named Entity Recognition ", ACL2021, 2021 [PDF]
Zikun Hu, Yixin Cao, Lifu Huang and Tat-Seng Chua, " How Knowledge Graph and Attention Help? A Qualitative Analysis into Bag-level Relation Extraction ", ACL2021, 2021 [PDF]
Yixin Cao, Xiang Ji, Xin Lv, Juanzi Li, Yonggang Wen and Hanwang Zhang, " Are Missing Links Predictable? An Inferential Benchmark for Knowledge Graph Completion ", ACL2021, 2021 [PDF]
Yixin Cao, Jun Kuang, Ming Gao, Aoying Zhou, Yonggang Wen, Tat-Seng Chua, " Learning Relation Prototype from Unlabeled Texts for Long-tail Relation Extraction ", TKDE, 2021 [PDF]
Yuanfeng Ji, Lingyun Wu, Zhiqiang Hu, Shaoting Zhang, Ping Luo, " Multi-Compound Transformer for Accurate Biomedical Image Segmentation ", MICCAI 2021, 2021 [PDF]
Lingyun Wu, Zhiqiang Hu, Yuanfeng Ji, Ping Luo, Shaoting Zhang, " Multi-frame Collaboration for Effective Endoscopic Video Polyp Detection via Spatial-Temporal Feature Transformation ", MICCAI 2021, 2021 [PDF]
Enze Xie, Wenjia Wang, Wenhai Wang, Peize Sun, Hang Xu, Ding Liang, Ping Luo, " Segmenting Transparent Objects in the Wild with Transformer ", IJCAI 2021, 2021 [PDF]
Junjun He, Jin Ye , Cheng Li , Diping Song, Wanli Chen,Shanshan Wang, Lixu Gu, and Yu Qiao, " Group Shift Pointwise Convolution for Volumetric Medical Image Segmentation ", MICCAI 2021, 2021 [PDF]
Maoqing Tian, Zhengjia Li, Ziniu Wan, Jianbo Liu, Shuai Yi, Hongsheng Li, " Encoder-decoder with multi-level attention for 3D human shape and pose estimation ", ICCV2021, 2021 [PDF]
B. Chen, P. Li, B. Li, C. Lin, C. Li, M. Sun, J. Yan,W. Ouyang, " BN-NAS: Neural Architecture Search with Batch Normalization ", ICCV2021, 2021 [PDF]
B. Chen, P. Li, C. Li, B. Li, L. Bai, C. Lin, M. Sun, J. Yan, W. Ouyang, " GLiT: Neural Architecture Search for Global and Local Image transformer ", ICCV2021, 2021 [PDF]
H. Zhang, Y. Tian, X. Zhou, W. Ouyang, Y. Liu, L. Wang, Z. Sun, " 3D Human Pose and Shape Regression with Pyramidal Mesh Alignment Feedback Loop ", ICCV2021, 2021 (Oral) [PDF]
Y. Lu, X. Ma, L. Yang, T. Zhang, Y. Liu, Q. Chu, J. Yan, W. Ouyang, " Geometry Uncertainty Projection Network for Monocular 3D Object Detection ", ICCV2021, 2021 [PDF]
Y. Ci, C. Lin, M. Sun, B. Chen, H. Zhang, W. Ouyang, " Evolving Search Space for Neural Architecture Search ", ICCV2021, 2021 [PDF]
L. Xu, W. Ouyang, M. Bennamoun, F. Boussaid, F. Sohel, D. Xu,, " Leveraging Auxiliary Tasks with Affinity Learning for Weakly Supervised Semantic Segmentation ", ICCV2021, 2021 [PDF]
M. Shen, F. Liang, R. Gong, Y. Li, C. Li, C. Lin, F. Yu, J. Yan,W. Ouyang, " Towards High Performance Extremely Low-bit Neural Networks ", ICCV2021, 2021 [PDF]
S. Wu, S. Jin, W. Liu, L. Bai, C. Qian, D. Liu, W. Ouyang, " Graph-Based 3D Multi-Person Pose Estimation Using Multi-View Images ", ICCV2021, 2021 [PDF]
S. Sun, X. Yue, X. Qi, W. Ouyang, V. Prisacariu, P. Torr, " Aggregation with Feature Detection ", ICCV2021, 2021 [PDF]
Xuekun Jiang, Libiao Jin, Anyi Rao, Linning Xu, Dahua Lin, " Jointly Learning the Attributes and Composition of Shots for Boundary Detection in Videos ", TMM, 2021 [PDF]
Weijia Li, Lingxuan Meng, Jinwang Wang, Conghui He, Gui-Song Xia, Dahua Lin, " 3D Building Reconstruction from Monocular Remote Sensing Images ", ICCV2021, 2021 [PDF] [Project]
Tai Wang, Xinge Zhu, Jiangmiao Pang, Dahua Lin, " Probabilistic and Geometric Depth: Detecting Objects in Perspective ", CoRL2021, 2021 [PDF] [Code]
Xudong Xu, Xingang Pan, Dahua Lin, Bo Dai, " Generative Occupancy Fields for 3D Surface-Aware Image Synthesis ", NeurIPS2021, 2021 [PDF]
Xingang Pan, Xudong Xu, Chen Change Loy, Christian Theobalt, Bo Dai, " A Shading-Guided Generative Implicit Model for Shape-Accurate 3D-Aware Image Synthesis ", NeurIPS2021, 2021 [PDF]
Liming Jiang, Bo Dai, Wayne Wu, Chen Change Loy, " Deceive D: Adaptive Pseudo Augmentation for GAN Training with Limited Data ", NeurIPS2021, 2021 [PDF]
Wenwei Zhang, Jiangmiao Pang, Kai Chen, Chen Change Loy, " K-Net: Towards Unified Image Segmentation ", NeurIPS2021, 2021 [PDF]
Fangzhou Hong, Liang Pan, Zhongang Cai, Ziwei Liu, " Garment4D: Garment Reconstruction from Point Cloud Sequences ", NeurIPS2021, 2021 [PDF]
Yuhang Cao, Jiaqi Wang, Ying Jin, Tong Wu, Kai Chen, Ziwei Liu, Dahua Lin, " Few-Shot Object Detection via Association and DIscrimination ", NeurIPS2021, 2021 [PDF]
Tong Wu, Liang Pan, Junzhe Zhang, Tai Wang, Ziwei Liu, Dahua Lin, " Balanced Chamfer Distance as a Comprehensive Metric for Point Cloud Completion ", NeurIPS2021, 2021 [PDF]
Xingang Pan, Xiaohang Zhan, Bo Dai, Dahua Lin, Chen Change Loy, Ping Luo, " Exploiting Deep Generative Prior for Versatile Image Restoration and Manipulation ", TPAMI, 2021 [PDF]
Jianbo Liu, Sijie Ren, Yuanjie Zheng, Xiaogang Wang, Hongsheng Li, " A Holistically-Guided Decoder for Deep Representation Learning with Applications to Semantic Segmentation and Object Detection, ", TPAMI, 2021 [PDF]
Fabian Caba，Bernard Ghanem，Dahua Lin，Dong Liu，Yu Xiong，Alejandro Pardo，Anyi Rao，Qingqiu Huang, " AI for Creative Video Editing and Understanding ", ICCV2021, 2021
Di Chen, Shanshan Zhang, Wanli Ouyang, Jian Yang, Bernt Schiele, " Hierarchical Online Instance Matching for Person Search ", AAAI2020, 2020 [Project]
Qi Chu, Wanli Ouyang, Bin Liu, Feng Zhu, Nenghai Yu, " DASOT: A Unified Framework Integrating Data Association and Single Object Tracking for Online Multi-Object Tracking ", AAAI2020, 2020 [PDF]
Mingye Xu, Zhipeng Zhou, Yu Qiao, " Geometry Sharing Network for 3D Point Cloud Classification and Segmentation ", AAAI2020, 2020 [PDF]
Anyi Rao, Linning Xu, Guodong Xu, Qingqiu Huang, Bolei Zhou, Dahua Lin, " A Local-to-Global Approach to Multi-modal Movie Scene Segmentation ", CVPR2020, 2020 [PDF]
Minghao Guo, Yuzhe Yang, Rui Xu, Ziwei Liu, Dahua Lin, " When NAS Meets Robustness: In Search of Robust Architectures against Adversarial Attacks ", CVPR2020, 2020 [PDF]
Xianhang Li , Yali Wang, Zhipeng Zhou, Yu Qiao, " SmallBigNet: Integrating Core and Contextual Views for Video Classification ", CVPR2020, 2020 [PDF]
Shuai Bai，zhiqun He，Yu Qiao，Hanzhe Hu ，Wei Wu，Junjie Yan, " Adaptive Dilated Network with Self-Correction Supervision for Counting ", CVPR2020, 2020 [PDF]
Jiangyue Xia, Anyi Rao, Qingqiu Huang, Linning Xu, Jiangtao Wen, Dahua Lin, " Online Multi-modal Person Search in Videos ", ECCV2020, 2020 [PDF]
Qingqiu Huang, Lei Yang, Huaiyi HUANG, Tong Wu, Dahua Lin, " Caption-Supervised Face Recognition: Training a State-of-the-Art Face Model without Manual Annotation ", ECCV2020, 2020 [PDF]
Jingbo Wang, Sijie Yan, Yuanjun Xiong, Dahua Lin, " Motion Guided 3D Pose Estimation from Video ", ECCV2020, 2020 [PDF]
Qingqiu Huang, Yu Xiong, Anyi Rao, Jiaze Wang, Dahua Lin, " MovieNet: A Holistic Dataset for Movie Understanding ", ECCV2020, 2020 [PDF]
Shaoshuai Shi, Zhe Wang, Jianping Shi, Xiaogang Wang, Hongsheng Li, " From Points to Parts: 3D Object Detection from Point Cloud with Part-aware and Part-aggregation Network ", TPAMI, 2020 [PDF]
Yantao Shen, Tong Xiao, Shuai Yi, Dapeng Chen, Xiaogang Wang, Hongsheng Li, " Person Re-identification with Deep Kronecker-Product Matching and Group-shuffling Random Walk ", TPAMI, 2020 [PDF]
Yan Xu, Zhaoyang Huang, Kwan-Yee Lin, Jianping Shi, Hujun Bao, Guofeng Zhang, Hongsheng Li, " SelfVoxeLO: Self-supervised LiDAR Odometry with Voxel-based Deep Neural Networks ", CoRL 2020, 2020 [PDF]
Junning Huang, Sirui Xie, Jiankai Sun, Qiurui Ma, Chunxiao Liu, Dahua Lin, Bolei Zhou, " Learning a decision module by imitating driver's control behaviors ", CoRL 2020, 2020 [PDF]
Jiankai Sun, Hao Sun, Tian Han, Bolei Zhou, " Neural-Symbolic Program Search: Towards Automatic Autonomous Driving System Design ", CoRL 2020, 2020 [PDF]
Tai Wang, Xinge Zhu, Dahua Lin, " Reconfigurable Voxels: A New Representation for LiDAR-Based Point Clouds ", CoRL 2020, 2020 [PDF]
Tai Wang, Conghui He, Zhe Wang, Jianping Shi, Dahua Lin, " FLAVA: Find, Localize, Adjust and Verify to Annotate LiDAR-Based Point Clouds ", UIST 2020, 2020 [PDF] [Demo]
Yujun Shen, Ceyuan Yang, Xiaoou Tang, Bolei Zhou, " InterFaceGAN: Interpreting the Disentangled Face Representation Learned by GANs ", TPAMI, 2020 [PDF] [Code]
Ceyuan Yang, Yujun Shen, Bolei Zhou, " Semantic Hierarchy Emerges in Deep Generative Representations for Scene Synthesis ", IJCV, 2020 [PDF] [Code]
David Bau, Jun-Yan Zhu, Hendrik Strobelt, Agata Lapedriza, Bolei Zhou, and Antonio Torralba, " Understanding the Role of Individual Units in a Deep Neural Network ", PNAS, 2020 [PDF]
D. Xu, X. Alameda-Pineda, E. Ricci, W. Ouyang, X. Wang, N. Sebe, " Probabilistic Graph Attention Network with Conditional Kernels for Pixel-Wise Prediction ", TPAMI, 2020 [PDF]
G. Lu, X. Zhang, W. Ouyang, L. Chen, Z. Gao, D. Xu,, " An End-to-End Learning Framework for Video Compression ", TPAMI, 2020 [PDF]
L. Liu, W. Ouyang, X. Wang, P. Fieguth, J. Chen, X. Liu, and M. Pietikainen, " Deep learning for generic object detection: A survey ", IJCV, 2020 [PDF]
Yuying Ge, Ruimao Zhang, Xiaoou Tang, Xiaogang Wang, Ping Luo, " DeepFashion2: A Versatile Benchmark for Detection, Pose Estimation, Segmentation and Retrieval of Clothing Images ", CVPR 2019, 2019 [PDF]
Hongyang Li, David Eigen, Samuel Dodge, Matt Zeiler, Xiaogang Wang, " Finding Task-relevant Features for Few-shot Learning by Cateogry Traversal ", CVPR 2019, 2019 (Oral) [PDF] [Code]
Guojun Yin, Bin Liu, Lu Sheng, Nenghai Yu, Xiaogang Wang, Jing Shao, " Semantics Disentangling for Text-to-Image Generation ", CVPR 2019, 2019 (Oral) [PDF]
Guojun Yin, Lu Sheng, Bin Liu, Nenghai Yu, Xiaogang Wang, Jing Shao, " Context and Attribute Grounded Dense Captioning ", CVPR 2019, 2019 [PDF]
Junting Pan, Chengyu Wang, Xu Jia, Jing Shao, Lu Sheng#, Junjie Yan, Xiaogang Wang, " Video Generation from Single Semantic Label Map ", CVPR 2019, 2019 [PDF] [Code] [Project]
Ziwei Liu, Zhongqi Miao, Xiaohang Zhan, Jiayun Wang, Boqing Gong, Stella X. Yu, " Large-Scale Long-Tailed Recognition in an Open World ", CVPR 2019, 2019 (Oral) [PDF] [Code] [Project]
H. Zhang, Jie Cao, Guo Lu, W. Ouyang, Zhenan Sun, " DaNet: Decompose-and-aggregate Network for 3D Human Shape and Pose Estimation ", ACM MM 2019, 2019 [PDF]
Z. Yao, B. Zhang, Z. Wang, W. Ouyang, D. Xu, D. Feng, " IntersectGAN: Learning Domain Intersection for Generating Images with Multiple Attributes ", ACM MM 2019, 2019 [PDF]
Yu Xiong, Qingqiu Huang, Lingfeng Guo, Hang Zhou, Bolei Zhou, Dahua Lin, " Graph-based Framework to Bridge Movies and Synopses ", ICCV 2019, 2019 (Oral) [PDF]
Tete Xiao, Quanfu Fan, Danny Gutfreund, Mathew Monfort, Aude Oliva, Bolei Zhou, " Reasoning about Human-Object Interactions through Dual Attention Networks ", ICCV 2019, 2019 [PDF]
David Bau, Hendrik Strobelt, William Peebles, Jonas Wulff, Bolei Zhou, Jun-Yan Zhu, Antonio Torralba., " Seeing What a GAN Cannot Generate ", ICCV 2019, 2019 (Oral) [PDF]
Yu Rong, Ziwei Liu, Cheng Li, Kaidi Cao, Chen Change Loy, " Delving Deep into Hybrid Annotations for 3D Human Recovery in the Wild ", ICCV 2019, 2019 [PDF]
Peixia Li, Boyu Chen, W. Ouyang, Dong Wang, Xiaoyun Yang, Huchuan Lu, " GradNet: Gradient-Guided Network for Visual Object Tracking ", ICCV 2019, 2019 (Oral) [PDF]
Haodong Duan, Kwan-Yee Lin, Sheng Jin, Wentao Liu, Chen Qian, W. Ouyang, " TRB: A Novel Triplet Representation for Understanding 2D Human Body ", ICCV 2019, 2019 (Oral) [PDF]
Lu Sheng, Dan Xu, W. Ouyang, Xiaogang Wang, " Unsupervised Collaborative Learning of Keyframe Detection and Visual Odometry towards Monocular Deep SLAM ", ICCV 2019, 2019 [PDF]
Xinzhu Ma, Zhihui Wang, Haojie Li, Pengbo Zhang, W. Ouyang, Xin Fan, " Accurate Monocular Object Detection via Color-Embedded 3D Reconstruction for Autonomous Driving ", ICCV 2019, 2019 [PDF]
Yunan Li, Qiguang Miao, W. Ouyang, Zhenxin Ma, Huijuan Fang, Chao Dong, Yining Quan, " LAP-Net: Level-Aware Progressive Network for Image Dehazing ", ICCV 2019, 2019 [PDF]
Chuming Li, Xin Yuan, Chen Lin, Minghao Guo, Wei Wu, Junjie Yan, W. Ouyang, " AM-LFS: AutoML for Loss Function Search ", ICCV 2019, 2019 [PDF]
Yingyue Xu, Dan Xu, Xiaopeng Hong, W. Ouyang, Rongrong Ji, Min Xu, Guoying Zhao., " Structured Modeling of Joint Deep Feature and Prediction Re nement for Salient Object Detection ", ICCV 2019, 2019 [PDF]
Lingbo Liu, Zhilin Qiu , Guanbin Li, Shufan Liu, W. Ouyang, Liang Lin, " Crowd Counting with Deep Structured Scale Integration Network ", ICCV 2019, 2019 [PDF]
Jingtan Piao, Chen Qian, Hongsheng Li, " Semi-supervised Monocular 3D Face Reconstruction with End-to-end Shape-preserved Domain-transfer ", ICCV 2019, 2019 (Oral) [PDF]
Jiageng Mao, Xiaogang Wang, Hongsheng Li, " Interpolated Convolutional Networks for 3D Point Cloud Understanding ", ICCV 2019, 2019 (Oral) [PDF]
Yikang Li, Tao Ma, Yeqi Bai, Nan Duan, Sining Wei, Xiaogang Wang, " PasteGAN: A Semi-Parametric Method to Generate Image from Scene Graph ", NeurIPS 2019 , 2019 [PDF]
Xingcheng Zhang, Lei Yang, Junjie Yan, Dahua Lin, " Accelerated Training for Massive Classification via Dynamic Class Selection ", AAAI 2018, 2018 (Oral) [PDF] [Code]
Yantao Shen, Tong Xiao, Hongsheng Li, Shuai Yi, Xiaogang Wang, " End-to-End Deep Kronecker-Product Matching for Person Re-identification ", CVPR 2018, 2018 [PDF]
Yantao Shen, Hongsheng Li, Tong Xiao, Shuai Yi, Dapeng Chen, Xiaogang Wang, " Deep Group-shuffling Random Walk for Person Re-identification ", CVPR 2018, 2018 [PDF]
Dapeng Chen, Hongsheng Li, Tong Xiao, Shuai Yi, Xiaogang Wang, " Video Person Re-identification with Competitive Snippet-similarity Aggregation and Co-attentive Snippet Embedding ", CVPR 2018, 2018 [PDF]
Dapeng Chen, Dan Xu, Hongsheng Li, Nicu Sebe, Xiaogang Wang, " Group Consistent Similarity Learning via Deep CRFs for Person Re-Identification ", CVPR 2018, 2018 (Oral) [PDF]
Dian Shao*, Yu Xiong*, Yue Zhao, Qingqiu Huang, Yu Qiao, Dahua Lin, " Find and Focus: Retrieve and Localize Video Events with Natural Language Queries ", ECCV 2018, 2018 [PDF] [Project]
Hengshuang Zhao*, Yi Zhang*, Shu Liu, Jianping Shi, Chen Change Loy, Dahua Lin, Jiaya Jia, " PSANet: Point-wise Spatial Attention Network for Scene Parsing ", ECCV 2018, 2018 [PDF]
Qingqiu Huang, Wentao Liu, Dahua Lin, " Person Search in Videos with One Portrait Through Visual and Temporal Links ", ECCV 2018, 2018 [PDF] [Demo] [Project]
Saihui Hou*, Xinyu Pan*, Chen Change Loy, Zilei, Wang, Dahua Lin , " Lifelong Learning via Progressive Distillation and Retrospection ", ECCV 2018, 2018 [PDF] [Code] [Project]
Xiaohang Zhan, Ziwei Liu, Junjie Yan, Dahua Lin, Chen Change Loy, " Consensus-Driven Propagation in Massive Unlabeled Data for Face Recognition ", ECCV 2018, 2018 [PDF] [Code] [Project]
Xingang Pan, Ping Luo, Jianping Shi, Xiaoou Tang, " Two at Once: Enhancing Learning and Generalization Capacities via IBN-Net ", ECCV 2018, 2018 [PDF] [Code]
Bo Dai, Deming Ye, Dahua Lin, " Rethinking the Form of Latent States in Image Captioning ", ECCV 2018, 2018 [PDF] [Code]
Yilei Xiong, Bo Dai, Dahua Lin, " Move Forward and Tell: A Progressive Generator of Video Descriptions ", ECCV 2018, 2018 [PDF]
Xinge Zhu, Hui Zhou, Ceyuan Yang, Jianping Shi, Dahua Lin, " Penalizing Top Performers: Conservative Loss for Semantic Segmentation Adaptation ", ECCV 2018, 2018 [PDF]
Yantao Shen, Hongsheng Li, Shuai Yi, Dapeng Chen, Xiaogang Wang, " Person Re-identification with Deep Similarity-Guided Graph Neural Network ", ECCV 2018, 2018 [PDF]
Dapeng Chen, Hongsheng Li, Xihui Liu, Yantao Shen, Jing Shao, Xiaogang Wang, " Improving Deep Visual Representation for Person Re-identification by Global and Local Image-language Association ", ECCV 2018, 2018 [PDF]
Yikang Li, Wanli Ouyang, Bolei Zhou, Xiao Chu, Chao Zhang, Xiaogang Wang, " Factorizable Net: An Efficient Subgraph-based Framework for Scene Graph Generation ", ECCV 2018, 2018 [PDF]
Di Chen, Shanshan Zhang, Wanli Ouyang, Jian Yang, Ying Tai, " Person Search via A Mask-guided Two-stream CNN Model ", ECCV 2018, 2018 [PDF]
Yi Wei, Xinyu Pan, Hongwei Qin, Wanli Ouyang, Junjie Yan, " Quantization Mimic: Towards Very Tiny CNN for Object Detection ", ECCV 2018, 2018 [PDF]
Guo Lu, Wanli Ouyang, Dong Xu, Xiaoyun Zhang, Zhiyong Gao, Ming-Ting Sun, " Deep Kalman Filtering Network for Video Compression Artifact Reduction ", ECCV 2018, 2018 [PDF]
Guojun Yin, Lu Sheng, Bin Liu, Nenghai Yu, Xiaogang Wang, Jing Shao, Chen Change Loy, " Zoom-Net: Mining Deep Feature Interactions for Visual Relationship Recognition ", ECCV 2018, 2018 [PDF] [Project]
Xiaoxiao Li, Chen Change Loy, " Video Object Segmentation with Joint Re-identification and Attention-Aware Mask Propagation ", ECCV 2018, 2018 [PDF]
Wayne Wu, Yunxuan Zhang, Cheng Li, Chen Qian, Chen Change Loy, " ReenactGAN: Learning to Reenact Faces via Boundary Transfer ", ECCV 2018, 2018 [PDF]
Fei Wang, Liren Chen, Cheng Li, Shiyao Huang, Yanjie Chen, Chen Qian, Chen Change Loy, " The Devil of Face Recognition is in the Noise ", ECCV 2018, 2018 [PDF]
Bo Dai, Sanja Fidler, Raquel Urtasun, Dahua Lin, " Towards Diverse and Natural Image Descriptions via a Conditional GAN ", ICCV 2017, 2017 (Oral) [PDF] [Code]
Yantao Shen, Tong Xiao, Hongsheng Li, Shuai Yi, Xiaogang Wang, " Learning Deep Neural Networks for Vehicle Re-ID with Visual-spatio-temporal Path Proposals ", ICCV 2017, 2017 [PDF]
Han Zhang, Tao Xu, Hongsheng Li, Shaoting Zhang, Xiaogang Wang, Xiaolei Huang, Dimitris Metaxas, " StackGAN: Text to Photo-realistic Image Synthesis with Stacked Generative Adversarial Networks ", ICCV 2017, 2017 (Oral) [PDF]
Wanli Ouyang, Xiaogang Wang, Kun Wang, Xin Zhu, " Learning Chained Deep Features and Classifiers for Cascade in Object Detection ", ICCV 2017, 2017 [PDF]
Yikang Li, Bolei Zhou, Wanli Ouyang, Xiaogang Wang, Kun Wang, " Scene Graph Generation from Objects, Phrases and Caption Regions ", ICCV 2017, 2017 [PDF]
Ziwei Liu, Raymond A. Yeh, Xiaoou Tang, Yiming Liu, Aseem Agarwala, " Video Frame Synthesis using Deep Voxel Flow ", ICCV 2017, 2017 (Oral) [PDF] [Code] [Demo] [Project]
Bo Dai, Dahua Lin, " Contrastive Learning for Image Captioning ", NIPS 2017, 2017 [PDF] [Code]
Dan Xu, Wanli Ouyang, Xavier Alameda-Pineda, Elisa Ricci, Xiaogang Wang, Nicu Sebe, " Learning Deep Structured Multi-Scale Features using Attention-Gated CRFs for Contour Prediction ", NIPS 2017, 2017 [PDF]
Wei Yang, Wanli Ouyang, Hongsheng Li, 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]
Tong Xiao, Hongsheng Li, Wanli Ouyang, Xiaogang Wang, " Learning Deep Feature Representations With Domain Guided Dropout for Person Re-Identification ", CVPR 2016, 2016 [PDF]
Kai Kang, Wanli Ouyang, Hongsheng Li, Xiaogang Wang, " Object Detection From Video Tubelets With Convolutional Neural Networks ", CVPR 2016, 2016 (Spotlight) [PDF]
Ziwei Liu, Ping Luo, Shi Qiu, Xiaogang Wang, Xiaoou Tang, " DeepFashion: Powering Robust Clothes Recognition and Retrieval With Rich Annotations ", CVPR 2016, 2016 [PDF] [Code] [Project]
Wanli Ouyang, Xiaogang Wang, Cong Zhang, Xiaokang Yang, " Factors in Finetuning Deep Model for Object Detection With Long-Tail Distribution ", CVPR 2016, 2016 (Spotlight) [PDF]
Yi Sun, Xiaogang Wang, Xiaoou Tang, " Sparsifying Neural Network Connections for Face Recognition ", CVPR 2016, 2016 [PDF]
Hongyang Li, Wanli Ouyang, Xiaogang Wang, " MBA: Multi-Bias Non-linear Activation in Deep Neural Networks ", ICML 2016, 2016 [PDF]
Limin Wang, Yuanjun Xiong, Zhe Wang, Yu Qiao, Dahua Lin, Xiaoou Tang, Luc Van Gool, " Towards Good Practices for Very Deep Two-Stream Convolutional Networks ", ECCV 2016, 2016 [PDF]
Zhirong Wu, Dahua Lin, Xiaoou Tang, " Deep Markov Random Field for Image Modeling ", ECCV 2016, 2016 [PDF]
Li Liu, Paul Fieguth, Xiaogang Wang, Matti Pietikainen, Dewen Hu, " Evaluation of LBP and Deep Texture Descriptors with A New Robustness Benchmark ", ECCV 2016, 2016 [PDF]
Zifeng Wu, Yongzhen Huang, Liang Wang, Xiaogang Wang, Tieniu Tan, " A Comprehensive Study on Cross-View Gait Based Human Identification with Deep CNNs ", TPAMI 2016, 2016 [PDF]
Yi Sun, Xiaogang Wang, Xiaoou Tang, " Hybrid Deep Learning for Face Verification ", TPAMI 2016, 2016 [PDF]
Wanli Ouyang, Xingyu Zeng, Xiaogang Wang, " Learning Mutual Visibility Relationship for Pedestrian Detection with a Deep Model ", IJCV 2016, 2016 [PDF]
Wanli Ouyang, Hongyang Li, Xingyu Zeng, and Xiaogang Wang, "Learning Deep Representation with
Large-scale Attributes", ICCV 2015, 2015 [PDF]
Lijun Wang, Wanli Ouyang, Xiaogang Wang, and Huchuan Lu, "Visual Tracking with Fully
Convolutional Networks", ICCV 2015, 2015 [PDF]
Shuai Yi, Hongsheng Li, and Xiaogang Wang, "Pedestrian Travel Time Estimation in Crowded
Scenes", ICCV 2015, 2015 [PDF]
Zhanpeng Zhang, Ping Luo, Chen Change Loy, and Xiaoou Tang, "Learning Deep Representation for
Face Alignment with Auxiliary Attributes", TPAMI 2015, 2015 [PDF]
Chao Dong, Chen Change Loy, Kaiming He, and Xiaoou Tang, "Image Super-Resolution Using Deep
Convolutional Networks", TPAMI 2015, 2015 [PDF]
Wanli Ouyang, Xingyu Zeng, and Xiaogang Wang, "Partial Occlusion Handling in Pedestrian
Detection with a Deep Model", TPAMI 2015, 2015 [PDF]
Wanli Ouyang, Xingyu Zeng, and Xiaogang Wang, "Single-Pedestrian Detection Aided by 2-Pedestrian
Detection", TPAMI 2015, 2015 [PDF]
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]
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]
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]
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]
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]
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]
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]
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]
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]
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]
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]
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]
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]
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]
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]
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]
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]
2014
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]
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]
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]
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]
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]
C. Lu and X. Tang, "Learning the Face Prior for Bayesian Face Recognition", European
Conference on Computer Vision(ECCV), September 2014.[PDF]
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]
L. Wang, Y. Qiao, and X. Tang, "Video Action Detection with Relational Dynamic-Poselets",
European Conference on Computer Vision(ECCV), September 2014.[PDF]
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]
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]
F. Zhu and X. Wang, "Crowd Tracking with Dynamic Evolution of Group Structures",
European Conference on Computer Vision(ECCV), September 2014. [PDF]
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]
X. Peng, C. Zou, Y. Qiao and Q. Peng, "Action Recognition with Stacked Fisher Vectors",
European Conference on Computer Vision(ECCV), September 2014. [PDF]
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]
C. Lu, X. Tang, "Surpassing Human-Level Face Verification Performance on LFW with
GaussianFace", Technical Report, arXiv:1404.3840, 2014
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
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]
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]
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]
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]
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]
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]
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]
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]
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]
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]
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]
2013
W. Ouyang and X. Wang, "Joint Deep Learning for Pedestrian Detection" in Proceedings of
IEEE International Conference on Computer Vision (ICCV) 2013. [PDF]
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]
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]
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]
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]
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]
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]
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]
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]
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]
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]
C. Lu, D. Zhao, X. Tang, "Face Recognition Using Face Patch Networks" in Proceedings of
IEEE International Conference on Computer Vision (ICCV) 2013. [PDF]
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]
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]
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]
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]
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]
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.
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]
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]
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]
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]
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]
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]
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]
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]
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]
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]
X. Wang, "Web Image Re-ranking Using Query-Specific Semantic Signatures," Pattern
Recognition Letters, Vol. 34, pp. 3-19, 2013. [PDF]
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]
R. Zhao, and X. Wang, "Counting Vehicles from Semantic Regions," IEEE Transactions on
Intelligent Transportation Systems (TITS), 2013. [PDF]
X. Tang, W. Luo and X. Wang, "Content-Based Photo Quality Assessment," accepted to IEEE
Transactions on Multimedia (TMM), 2013. [PDF]
W.Zhang, D. Zhao, and X. Wang, "Agglomerative Clustering via Maximum Incremental Path
Integral," Pattern Recognition (PR), 2013. [PDF]
2012
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]
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]
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]
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]
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]
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]
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]
K. Jia, X. Tang, X. Wang, "Image Transformation based on Learning Dictionaries across Image Spaces",
IEEE Trans. Pattern Anal. Mach. Intell. (PAMI), , 2012. [PDF]
T. Xue, J. Liu, X. Tang, "3D Modeling from a Single View of a Symmetric Object", IEEE Trans. on
Image Processing. (TIP), , 2012.
2011
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]
W. LUO, X. Wang and X. Tang, "Content-based Photo Quality Assessment", Proc.
International Conference on Computer Vision (ICCV), 2011. [PDF]
K. Jia, X. Wang, X. Tang, "Optical flow estimation using learned sparse model",
Proc. International Conference on Computer Vision (ICCV),
2011. [PDF]
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]
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]
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]
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]
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]
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]
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]
Q. Yin, X. Tang, J. Sun, "An associate-predict model for face recognition", IEEE Conference on
Computer Vision and Pattern Recognition (CVPR), 2011. [PDF]
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]
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]
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]
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]
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]
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]
C. Zhao, X. Wang, and W. Cham, “Background Subtraction via Robust Dictionary Learning,” EURASIP
journal on Image and Video Processing, 2011. [PDF]
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]
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]
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]
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]
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]
2010
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]
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]
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]
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]
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]
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]
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]
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]
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]
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]
W. Zhang, X. Wang, X. Tang, "Lighting and pose robust face sketch synthesis," Proc.
European Conf. Computer Vision (ECCV), 2010. [PDF]
K. He, J. Sun, X. Tang, "Guided image filtering," Proc. European Conf. Computer Vision
(ECCV), 2010. [PDF]
C. Xu, Z. Zhang, J. Liu, X. Tang, “3D object search through semantic component,” Proc. ACM
Multimedia (MM), 2010. [PDF]
J. Hu, S. Chen, J. Liu, X. Tang, “Fast image rearrangement via multi-scale patch copying,” Proc.
ACM Multimedia (MM), 2010. [PDF]
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]
2009
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]
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]
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]
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]
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]
J. Liu, X. Tang, "Correspondence Propagation with Weak Priors," IEEE Transactions on
Image Processing (TIP), vol. 18, no. 1, pp.140-150, 2009. [PDF]
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]
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]
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]
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]
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.
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]
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]
Z. Li, J. Liu, and X. Tang, “Constrained Clustering via Spectral Regularization,” Proc. IEEE Conf.
Computer Vision and Pattern Recognition (CVPR), June. 2009. [PDF]
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]
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]
Z. Li, J. Liu, “Constrained clustering by spectral kernel learning,” Proc. International
Conference on Computer Vision (ICCV), 2009. [PDF]
W. Zhang, Q. Wang, X. Tang. “Performance driven face animation via non-rigid 3d tracking,” Proc.
ACM Multimedia (MM), 2009. [PDF]
B. Gong, C. Xu, J. Liu, and X. Tang, "3D Object Retrieval by Object Flexibility," Proc.
ACM Multimedia (MM), Oct. 2009. [PDF]
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]
M. Liu, S. Chen, J. Liu, and X. Tang, "Completion via Motion Guided
Spatial-Temporal Global Optimization," Proc. ACM Multimedia
(MM), Oct. 2009. [PDF]
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]
X. Gao, X. Tang, “Automatic news video caption extraction and recognition,” Intelligent Data
Engineering and Automated Learning, 2009.
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]
2008
D. Zhao, X. Tang, “Cyclizing Clusters via Zeta Function of a Graph,” Neural Information Processing
Systems(NIPS), Dec. 2008. [PDF]
F. Wen, S. Chen, and X. Tang, “EasyToon: Cartoon Personalization Using Face Photos,”
Proc.ACM Multimedia (MM), Oct. 2008. [PDF]
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]
J. Cui, F. Wen, and X. Tang, “IntentSearch: Interactive On-line Image Search
Re-ranking,” Proc. ACM Multimedia
(MM), Oct. 2008. [PDF]
J. Cui, F. Wen, and X. Tang, “Real Time Google and Live Image Search Re-ranking,”
Proc. ACM Multimedia (MM), Oct. 2008.
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]
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]
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]
D. Zhao, Z. Lin and X. Tang, “Classification via Semi-Riemannian Spaces,” Proc. IEEE Conf.
Computer Vision and Pattern Recognition (CVPR), June. 2008. [PDF]
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]
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]
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]
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]
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]
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]
Y. Luo and X. Tang, “Photo and Video Quality Evaluation: Focusing on the Subject,” Proc. European
Conf. Computer Vision (ECCV), Oct. 2008. [PDF]
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]
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]
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]
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]
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]
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]
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]
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]
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]
2007
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.
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]
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.
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]
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]
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]
D. Lin and
X. Tang,
"Quality-Driven Face Occlusion Detection and Recovery," Proc. IEEE Conf. Computer Vision
and Pattern Recognition
(CVPR), Jun. 2007. [PDF]
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]
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]
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]
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]
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]
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]
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]
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.
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]
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]
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]
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]
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]
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]
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]
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.
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]
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]
M. Chen,
Q. Yang, and X. Tang,
"Directed Graph Embedding," Int’l Joint Conf. Artificial Intelligence
(IJCAI), pp. 2707-2712, Jan. 2007. [PDF]
D. Zhao, Z. Lin and X. Tang, "Contextual Distance for Data Perception," Proc. IEEE Int'l Conf.
Computer Vision (ICCV), 2007
Y. Wei, J. Sun, X. Tang and H. Shum, "Interactive Offline Tracking for Color Objects," Proc. IEEE
Int'l Conf. Computer Vision (ICCV), 2007
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
R. Xiao, H. Zhu, H. Sun and X. Tang, "Dynamic Cascades for Face Detection," Proc. IEEE Int'l Conf.
Computer Vision (ICCV), 2007
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
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
Z. Li, J. Liu, S. Chen, and X. Tang, "Noise Robust Spectral Clustering," Proc. IEEE Int'l Conf.
Computer Vision (ICCV), 2007
Z. Lin, J. He, X. Tang and C. Tang, "Limits of Learning-Based Superresolution Algorithms," Proc.
IEEE Int'l Conf. Computer Vision (ICCV), 2007
D. Zhao, Z. Lin, and X. Tang, "Laplacian PCA and Its Applications," Proc. IEEE Int'l Conf.
Computer Vision (ICCV), 2007
S. Chen, Z. Li, J. Liu and X. Tang, "Image Matting Using Linear Optimization," Proc. ACM
Multimedia (MM), Sep. 2007
T. Huang, S. Chen, J. Liu, and X. Tang, "Image Inpainting by Global Structure and Texture
Propagation," Proc. ACM Multimedia (MM), Sep. 2007
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
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
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
X. Tang, Z. Li, "Audio Assisted Video Based Face Recognition," IEEE Trans. on Circuits, Systems
and Video Technology (CSVT), 2007
2006
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]
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]
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]
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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]
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]
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]
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]
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]
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]
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]
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]
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]
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]
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]
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]
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]
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]
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]
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]
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]
D. Lin and X. Tang,
"Inter-modality Face Recognition," Proc. 9th European Conf. Computer Vision
(ECCV), LNCS 3954, pp. 13-26, May 2006. [PDF]
S. Yan and X. Tang,
"Trace Quotient Problems Revisited," Proc. 9th European Conf. Computer Vision
(ECCV), LNCS 3952, pp. 232-244, May 2006. [PDF]
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]
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]
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]
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]
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]
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]
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]
2005
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]
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]
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]
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]
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.
W.
Zhao, S. Gong, and X. Tang (Eds.),
Analysis and Modelling of Faces and Gestures, Springer 2005.
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.
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]
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]
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]
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]
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]
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]
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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]
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]
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]
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]
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]
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]
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]
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]
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]
2004
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]
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]
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]
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]
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.
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.
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.
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.
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.
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.
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.
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.
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]
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]
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]
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]
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]
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]
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]
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.
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.
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.
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.
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.
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.
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.
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.
X. Wang, and X. Tang, "Hallucinating face by eigentransformation with distortion reduction," Proc.
Int’l Conf. Biometric Authentication (ICBA), pp. 88-94,
Jul. 2004.
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.
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.
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.
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.
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.
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.
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.
D. Tao and X. Tang, "Multi-class discriminant learning for image retrieval," Proc. Int’l Conf.
Imaging Science, Systems, and Technology (CISST),
Jun. 2004.
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.
2003
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.
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.
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.
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]
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]
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]
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.
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.
X. Wang and X. Tang, "Face hallucination and recognition," Proc. Fourth Int’l Conf. Audio- and
Video- Based Biometric Person Authentication (AVBPA),
Jun. 2003.
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.
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.
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.
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.
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.
2002
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]
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]
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]
X. Tangand X. Wang, "Face photo recognition using sketch," Proc. IEEE Int’l Conf. Image Processing
(ICIP), vol. 1, pp. 257-260,
Sep. 2002.
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.
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.
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.
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.
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.
Z. Li and X. Tang, "Eigenface recognition using different training data sizes," Proc. Int’l Conf.
Information Security (ICIS), pp. 31-35,
Jul. 2002.
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.
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.
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.
2001
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]
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.
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.
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.
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.
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.
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.
2000
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]
X. Tang, "Texture information in run-length matrices," IEEE Trans. Image Processing
(IP), vol. 7, no. 11, pp. 1602-1609, Nov. 1998.
[PDF]
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]
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]
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.
X. Tang, "Dominant texture image feature extraction and classification," Proc. Int’l Conf. Imaging
Science, Systems, and Technology (CISST), pp. 468-473,
Jul. 1999.
X. Tang, "Intelligent detection and identification of deformable objects,"
Proc. Second IEEE Int’l Conf. Intelligent Processing Systems (CIPS), pp.
506-510, Aug. 1998.