CASIA OpenIR
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Robust Subspace Clustering With Complex Noise 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2015, 卷号: 24, 期号: 11, 页码: 4001-4013
作者:  Ran He(赫然);  Yingya Zhang;  Zhenan Sun;  Qiyue Yin;  He, Ran
浏览  |  Adobe PDF(2575Kb)  |  收藏  |  浏览/下载:319/103  |  提交时间:2015/09/23
Subspace Clustering  Subspace Segmentation  Correntropy  Half-quadratic Minimization  
Half-quadratic based Iterative Minimization for Robust Sparse Representation 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2014, 卷号: 36, 期号: 2, 页码: 261-275
作者:  Ran He(赫然);  Weishi Zheng;  Tieniu Tan;  Zhenan Sun;  He, Ran
浏览  |  Adobe PDF(1429Kb)  |  收藏  |  浏览/下载:426/171  |  提交时间:2015/08/12
l(1)-minimization  Half-quadratic Optimization  Sparse Representation  M-estimator  Correntropy  
Robust Recovery of Corrupted Low-Rank Matrix by Implicit Regularizers 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2014, 卷号: 36, 期号: 4, 页码: 770-783
作者:  He, Ran;  Tan, Tieniu;  Wang, Liang
Adobe PDF(1640Kb)  |  收藏  |  浏览/下载:393/119  |  提交时间:2015/08/12
Pca  Implicit Regularizers  Low-rank Matrix Recovery  Correntropy  l(1) Regularization  
Two-Stage Nonnegative Sparse Representation for Large-Scale Face Recognition 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2013, 卷号: 24, 期号: 1, 页码: 35-46
作者:  Ran He(赫然);  Weishi Zheng;  Baogang Hu,;  Xiangwei Kong;  He, Ran
Adobe PDF(708Kb)  |  收藏  |  浏览/下载:318/91  |  提交时间:2015/08/12
Correntropy  L-1 Regularization  Large-scale  Nonnegative Sparse Representation  Robust Face Recognition  
Principal Component Analysis Based on Nonparametric Maximum Entropy 期刊论文
NEUROCOMPUTING, 2010, 卷号: 73, 期号: 10-12, 页码: 1840-1852
作者:  Ran He(赫然);  Baogang Hu;  Xiaotong Yuan;  Weishi Zheng
Adobe PDF(774Kb)  |  收藏  |  浏览/下载:268/90  |  提交时间:2015/08/12
Pca  Entropy  Subspace Learning  Information Theoretic Learning  
Maximum Correntropy Criterion for Robust Face Recognition 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2011, 卷号: 33, 期号: 8, 页码: 1561-1576
作者:  Ran He(赫然);  Weishi Zheng;  Baogang Hu;  He, Ran
Adobe PDF(2109Kb)  |  收藏  |  浏览/下载:579/293  |  提交时间:2015/08/12
Information Theoretical Learning  Correntropy  Linear Least Squares  Half-quadratic Optimization  Sparse Representation  M-estimator  Face Recognition  Occlusion And Corruption  
A Regularized Correntropy Framework for Robust Pattern Recognition 期刊论文
NEURAL COMPUTATION, 2011, 卷号: 23, 期号: 8, 页码: 2074-2100
作者:  Ran He(赫然);  Weishi Zheng;  Baogang Hu;  Xiangwei Kong
收藏  |  浏览/下载:137/0  |  提交时间:2015/08/12
Robust Pattern Recognition