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Low-Rank 2-D Neighborhood Preserving Projection for Enhanced Robust Image Representation 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2019, 卷号: 49, 期号: 5, 页码: 1859–1872
作者:  Lu, Yuwu;  Lai, Zhihui;  Li, Xuelong;  Wong, Wai Keung;  Yuan, Chun;  Zhang, David
Adobe PDF(1718Kb)  |  收藏  |  浏览/下载:227/0  |  提交时间:2019/04/12
2-D neighborhood preserving projection (2DNPP)  image representation  low-rank  robust feature extraction  
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:193/1  |  提交时间:2017/12/26
Data Representation  Image Classification  Low-rank Learning  Regularization  Robust Recovery  
Low-Rank Preserving Projections 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2016, 卷号: 46, 期号: 8, 页码: 1900-1913
作者:  Lu, Yuwu;  Lai, Zhihui;  Xu, Yong;  Li, Xuelong;  Zhang, David;  Yuan, Chun
Adobe PDF(3239Kb)  |  收藏  |  浏览/下载:251/1  |  提交时间:2016/09/22
Face Recognition  Image Classification  Locality Preserving Projections (Lpp)  Low-rank Representation (Lrr)  
Robust Semi-Supervised Subspace Clustering via Non-Negative Low-Rank Representation 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2016, 卷号: 46, 期号: 8, 页码: 1828-1838
作者:  Fang, Xiaozhao;  Xu, Yong;  Li, Xuelong;  Lai, Zhihui;  Wong, Wai Keung
Adobe PDF(1675Kb)  |  收藏  |  浏览/下载:225/1  |  提交时间:2016/09/22
Affinity Matrix  Low-rank Representation (Lrr)  Subspace Clustering  Supervision Information  
Image Classification with Densely Sampled Image Windows and Generalized Adaptive Multiple Kernel Learning 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2015, 卷号: 45, 期号: 3, 页码: 395-404
作者:  Yan, Shengye;  Xu, Xinxing;  Xu, Dong;  Lin, Stephen;  Li, Xuelong
Adobe PDF(1297Kb)  |  收藏  |  浏览/下载:392/1  |  提交时间:2015/07/15
Adapted Classifier  Image Classification  Multiple Kernel Learning  Spatial Pyramid