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Convex Multiview Semi-Supervised Classification 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2017, 卷号: 26, 期号: 12, 页码: 5718-5729
作者:  Nie, Feiping;  Li, Jing;  Li, Xuelong
Adobe PDF(2489Kb)  |  收藏  |  浏览/下载：207/1  |  提交时间：2017/12/25
Multiview Data  Semi-supervised Classification  Weight Learning  
A sparse dictionary learning method for hyperspectral anomaly detection with capped norm 会议论文
2017 IEEE International Geoscience and Remote Sensing Symposium: International Cooperation for Global Awareness, IGARSS 2017 - Proceedings, Fort Worth, TX, United states, 2017-07-23
作者:  Ma, Dandan;  Yuan, Yuan;  Wang, Qi;  Wang, Qi (author:crabwq@nwpu.edu.cn)
Adobe PDF(340Kb)  |  收藏  |  浏览/下载：248/0  |  提交时间：2018/03/21
Constrained Low-Rank Learning Using Least Squares-Based Regularization 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2017, 卷号: 47, 期号: 12, 页码: 4250-4262
作者:  Li, Ping;  Yu, Jun;  Wang, Meng;  Zhang, Luming;  Cai, Deng;  Li, Xuelong
Adobe PDF(1790Kb)  |  收藏  |  浏览/下载：196/1  |  提交时间：2017/12/26
Data Representation  Image Classification  Low-rank Learning  Regularization  Robust Recovery  
Hyperspectral image band selection via global optimal clustering 会议论文
2017 IEEE International Geoscience and Remote Sensing Symposium: International Cooperation for Global Awareness, IGARSS 2017 - Proceedings, Fort Worth, TX, United states, 2017-07-23
作者:  Zhang, Fahong;  Wang, Qi;  Li, Xuelong
Adobe PDF(150Kb)  |  收藏  |  浏览/下载：227/0  |  提交时间：2018/03/21
Leveraging Spatial Context Disparity for Power Line Detection 期刊论文
COGNITIVE COMPUTATION, 2017, 卷号: 9, 期号: 6, 页码: 766-779
作者:  Pan, Chaofeng;  Shan, Haotian;  Cao, Xianbin;  Li, Xuelong;  Wu, Dapeng;  Cao, Xianbin (xbcao@buaa.edu.cn)
Adobe PDF(1815Kb)  |  收藏  |  浏览/下载：232/0  |  提交时间：2017/09/08
Auxiliaries  Spatial Context Disparity  Power Line Detection  Context Information  Machine Learning  
Regularized Class-Specific Subspace Classifier 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2017, 卷号: 28, 期号: 11, 页码: 2738-2747
作者:  Zhang, Rui;  Nie, Feiping;  Li, Xuelong;  Nie, Feiping (feipingnie@gmail.com)
Adobe PDF(1761Kb)  |  收藏  |  浏览/下载：387/1  |  提交时间：2016/10/09
Class-specific Subspace  Quadratic Ratio Problem  Reconstruction Problem  Regularization Term  Translation  
Nuclear Norm-Based 2DLPP for Image Classification 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2017, 卷号: 19, 期号: 11, 页码: 2391-2403
作者:  Lu, Yuwu;  Yuan, Chun;  Lai, Zhihui;  Li, Xuelong;  Wong, Wai Keung;  Zhang, David
Adobe PDF(1415Kb)  |  收藏  |  浏览/下载：188/0  |  提交时间：2017/12/25
Image Classification  Preserving Projections  Robust  Two-dimensional  
Statistical Hypothesis Detector for Abnormal Event Detection in Crowded Scenes 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2017, 卷号: 47, 期号: 11, 页码: 3597-3608
作者:  Yuan, Yuan;  Feng, Yachuang;  Lu, Xiaoqiang
Adobe PDF(1891Kb)  |  收藏  |  浏览/下载：203/1  |  提交时间：2017/12/25
Abnormal Event Detection  Abnormality Detector  Mixture Of Gaussian (Mog)  Statistical Hypothesis Test  
Graph Regularized Non-Negative Low-Rank Matrix Factorization for Image Clustering 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2017, 卷号: 47, 期号: 11, 页码: 3840-3853
作者:  Li, Xuelong;  Cui, Guosheng;  Dong, Yongsheng
Adobe PDF(1643Kb)  |  收藏  |  浏览/下载：278/1  |  提交时间：2017/12/25
Data Representation  Graph Regularization  Image Clustering  Low-rank Recovery  Non-negative Matrix Factorization (Nmf)  
Person Re-identification by Multi-hypergraph Fusion 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2017, 卷号: 28, 期号: 11, 页码: 2763-2774
作者:  An, Le;  Chen, Xiaojing;  Yang, Songfan;  Li, Xuelong;  Chen, Xiaojing (xchen010@ucr.edu)
Adobe PDF(3831Kb)  |  收藏  |  浏览/下载：295/2  |  提交时间：2016/10/10
Feature Fusion  Graph Learning  Hypergraph  Person Re-identification  Surveillance