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Bilayer Sparse Topic Model for Scene Analysis in Imbalanced Surveillance Videos 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2014, 卷号: 23, 期号: 12, 页码: 5198-5208
作者:  Wang, Jinqiao;  Fu, Wei;  Lu, Hanqing;  Ma, Songde
浏览  |  Adobe PDF(3473Kb)  |  收藏  |  浏览/下载：337/100  |  提交时间：2015/08/12
Dynamic Scene Analysis  Sparse Coding  Topic Model  
Learning Robust Face Representation With Classwise Block-Diagonal Structure 期刊论文
IEEE Transactions on Information Forensics and Security, 2014, 卷号: 9, 期号: 12, 页码: 2051-2062
作者:  Li, Yong;  Liu, Jing;  Lu, Hanqing;  Ma, Songde
浏览  |  Adobe PDF(2662Kb)  |  收藏  |  浏览/下载：421/131  |  提交时间：2015/09/21
Robust Face Recognition  Low-rank And Sparse Representation  Classwise Block-diagonal Structure  
Bayesian Co-Boosting for Multi-modal Gesture Recognition 期刊论文
JOURNAL OF MACHINE LEARNING RESEARCH, 2014, 卷号: 15, 期号: 1, 页码: 3013-3036
作者:  Wu, Jiaxiang;  Cheng, Jian
Adobe PDF(419Kb)  |  收藏  |  浏览/下载：284/78  |  提交时间：2015/08/12
Gesture Recognition  Bayesian Co-boosting  Hidden Markov Model  Multimodal Fusion  Feature Selection  
Spatiotemporal Group Context for Pedestrian Counting 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2014, 卷号: 24, 期号: 9, 页码: 1620-1630
作者:  Wang, Jinqiao;  Fu, Wei;  Liu, Jingjing;  Lu, Hanqing
Adobe PDF(3404Kb)  |  收藏  |  浏览/下载：383/71  |  提交时间：2015/08/12
Group Context  Group Correspondence Matrix  Markov-chain Monte Carlo (Mcmc)  Pedestrian Counting  
Undoing the codebook bias by linear transformation with sparsity and F-norm constraints for image classification 期刊论文
PATTERN RECOGNITION LETTERS, 2014, 期号: 45, 页码: 197-204
作者:  Zhang, Chunjie;  Liang, Chao;  Pang, Junbiao;  Zhang, Yifan;  Liu, Jing;  Qin, Lei;  Huang, Qingming
浏览  |  Adobe PDF(1458Kb)  |  收藏  |  浏览/下载：269/62  |  提交时间：2015/08/12
Codebook Bias  Linear Transformation  Sparsity  Alternative Optimization  
Beyond visual word ambiguity: Weighted local feature encoding with governing region 期刊论文
JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, 2014, 卷号: 25, 期号: 6, 页码: 1387-1398
作者:  Zhang, Chunjie;  Xiao, Xian;  Pang, Junbiao;  Liang, Chao;  Zhang, Yifan;  Huang, Qingming
浏览  |  Adobe PDF(2537Kb)  |  收藏  |  浏览/下载：264/40  |  提交时间：2015/08/12
Visual Word Ambiguity  Governing Region  Weighted Encoding  Image Classification  Sparse  Bag-of-visual Words  Object Categorization  Locality Constraint  
Online video synopsis of structured motion 期刊论文
NEUROCOMPUTING, 2014, 期号: 135, 页码: 155-162
作者:  Fu, Wei;  Wang, Jinqiao;  Gui, Liangke;  Lu, Hanqing;  Ma, Songde
浏览  |  Adobe PDF(1552Kb)  |  收藏  |  浏览/下载：461/149  |  提交时间：2015/08/12
Video Synopsis  Motion Structure  
Semi-supervised multi-graph hashing for scalable similarity search 期刊论文
COMPUTER VISION AND IMAGE UNDERSTANDING, 2014, 卷号: 124, 期号: 1, 页码: 12-21
作者:  Cheng, Jian;  Leng, Cong;  Li, Peng;  Wang, Meng;  Lu, Hanqing;  Jian Cheng
浏览  |  Adobe PDF(1590Kb)  |  收藏  |  浏览/下载：394/144  |  提交时间：2015/08/12
Hashing  Multiple Graph Learning  Multiple Modality  Semi-supervised Learning  
Projective Matrix Factorization with unified embedding for social image tagging 期刊论文
COMPUTER VISION AND IMAGE UNDERSTANDING, 2014, 卷号: 124, 页码: 71-78
作者:  Li, Zechao;  Liu, Jing;  Tang, Jinhui;  Lu, Hanqing
浏览  |  Adobe PDF(1371Kb)  |  收藏  |  浏览/下载：331/83  |  提交时间：2015/08/12
Projective Matrix Factorization  Unified Embedding  Structure Preserving  Social Tagging  
Image classification by non-negative sparse coding, correlation constrained low-rank and sparse decomposition 期刊论文
COMPUTER VISION AND IMAGE UNDERSTANDING, 2014, 卷号: 123, 页码: 14-22
作者:  Zhang, Chunjie;  Liu, Jing;  Liang, Chao;  Xue, Zhe;  Pang, Junbiao;  Huang, Qingming
浏览  |  Adobe PDF(2664Kb)  |  收藏  |  浏览/下载：340/95  |  提交时间：2015/08/12
Sparse Coding  Image Classification  Low-rank Decomposition  Non-negative  Correlation Constrained