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Structurally Incoherent Low-Rank Nonnegative Matrix Factorization for Image Classification 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2018, 卷号: 27, 期号: 11, 页码: 5248-5260
作者:  Lu, Yuwu;  Yuan, Chun;  Zhu, Wenwu;  Li, Xuelong
Adobe PDF(2165Kb)  |  收藏  |  浏览/下载：267/1  |  提交时间：2018/09/11
Nmf  Structurally Incoherent  Low-rank  Image Classification  
Video Synopsis in Complex Situations 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2018, 卷号: 27, 期号: 8, 页码: 3798-3812
作者:  Li, Xuelong;  Wang, Zhigang;  Lu, Xiaoqiang;  Lu, XQ (reprint author), Chinese Acad Sci, Xian Inst Opt & Precis Mech, Ctr Opt Imagery Anal & Learning, Xian 710119, Shaanxi, Peoples R China.
Adobe PDF(6834Kb)  |  收藏  |  浏览/下载：821/1  |  提交时间：2018/05/14
Video Synopsis  Surveillance Video  Complex Scenes  Crowded Scenes  
Robust Web Image Annotation via Exploring Multi-Facet and Structural Knowledge 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2017, 卷号: 26, 期号: 10, 页码: 4871-4884
作者:  Hu, Mengqiu;  Yang, Yang;  Shen, Fumin;  Zhang, Luming;  Shen, Heng Tao;  Li, Xuelong;  Yang, Y
Adobe PDF(2049Kb)  |  收藏  |  浏览/下载：283/2  |  提交时间：2017/09/08
Image Annotation  Multi-view Learning  Semi-supervised Learning  l(2)  (p)-norm  
Learning Multilayer Channel Features for Pedestrian Detection 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2017, 卷号: 26, 期号: 7, 页码: 3210-3220
作者:  Cao, Jiale;  Pang, Yanwei;  Li, Xuelong;  Pang, YW (reprint author), Tianjin Univ, Sch Elect & Informat Engn, Tianjin 300072, Peoples R China.
Adobe PDF(2321Kb)  |  收藏  |  浏览/下载：192/1  |  提交时间：2017/06/06
Pedestrian Detection  Multi-layer Channel Features (Mcf)  Hog Plus Luv  Cnn  Nms  
Discovering Diverse Subset for Unsupervised Hyperspectral Band Selection 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2017, 卷号: 26, 期号: 1, 页码: 51-64
作者:  Yuan, Yuan;  Zheng, Xiangtao;  Lu, Xiaoqiang;  Yuan, Y (reprint author), Chinese Acad Sci, Xian Inst Opt & Precis Mech, Ctr Opt IMagery Anal & Learning OPTIMAL, State Key Lab Transient Opt & Photon, Xian 710119, Shaanxi, Peoples R China.
Adobe PDF(3800Kb)  |  收藏  |  浏览/下载：285/2  |  提交时间：2017/07/06
Hyperspectral Band Selection  Multiple Graphs  Determinantal Point Process  Hyperspectral Image Classification  Anomaly Detection  Target Detection  
Pedestrian Detection Inspired by Appearance Constancy and Shape Symmetry 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2016, 卷号: 25, 期号: 12, 页码: 5538-5551
作者:  Cao, Jiale;  Pang, Yanwei;  Li, Xuelong;  Cao, JL (reprint author), Tianjin Univ, Sch Elect Informat Engn, Tianjin 300072, Peoples R China.
Adobe PDF(3627Kb)  |  收藏  |  浏览/下载：179/3  |  提交时间：2016/12/16
Pedestrian Detection  Feature Extraction  Non-neighboring Features  Neighboring Features  Adaboost  
Discriminative Transfer Subspace Learning via Low-Rank and Sparse Representation 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2016, 卷号: 25, 期号: 2, 页码: 850-863
作者:  Xu, Yong;  Fang, Xiaozhao;  Wu, Jian;  Li, Xuelong;  Zhang, David
Adobe PDF(4196Kb)  |  收藏  |  浏览/下载：196/1  |  提交时间：2016/11/03
Source Domain  Target Domain  Low-rank And Sparse Constraints  Knowledge Transfer  Subspace Learning  
Query-Adaptive Reciprocal Hash Tables for Nearest Neighbor Search 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2016, 卷号: 25, 期号: 2, 页码: 907-919
作者:  Liu, Xianglong;  Deng, Cheng;  Lang, Bo;  Tao, Dacheng;  Li, Xuelong;  Deng, C
Adobe PDF(3400Kb)  |  收藏  |  浏览/下载：230/1  |  提交时间：2016/02/19
Locality Sensitive Hashing  Bit Selection  Complementary Hash Tables  Query Adaptive  Nearest Neighbor Search  
Joint Multilabel Classification With Community-Aware Label Graph Learning 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2016, 卷号: 25, 期号: 1, 页码: 484-493
作者:  Li, Xi;  Zhao, Xueyi;  Zhang, Zhongfei;  Wu, Fei;  Zhuang, Yueting;  Wang, Jingdong;  Li, Xuelong;  Zhao, XY
Adobe PDF(2133Kb)  |  收藏  |  浏览/下载：230/2  |  提交时间：2016/01/22
Supervised Learning  Classification Algorithms  Support Vector Machines