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FastLCD: Fast Label Coordinate Descent for the Efficient Optimization of 2D Label MRFs 会议论文
International Joint Conference on Artificial Intelligence, 美国, 2016
作者:  Liu KW(刘康伟);  Zhang JG(张俊格);  Yang PP(杨沛沛);  Huang KQ(黄凯奇);  Huang KQ(黄凯奇)
浏览  |  Adobe PDF(448Kb)  |  收藏  |  浏览/下载:296/55  |  提交时间:2016/06/30
马尔科夫随机场  标号坐标梯度下降  
Joint Feature Selection and Subspace Learning for Cross-modal Retrieval 期刊论文
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2016, 卷号: 38, 期号: 10, 页码: 2010-2023
作者:  Kaiye Wang;  Ran He;  Liang Wang;  Wei Wang;  Tieniu Tan
Adobe PDF(2865Kb)  |  收藏  |  浏览/下载:853/358  |  提交时间:2016/04/02
Coupled Feature Selection  Cross-modal Retrieval  Half-quadratic Minimization  
Cross-Modal Subspace Learning via Pairwise Constraints 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2015, 卷号: 24, 期号: 12, 页码: 5543-5556
作者:  Ran He(赫然);  Man Zhang;  Liang Wang;  Ye Ji;  Qiyue Yin;  Ji, Ye
Adobe PDF(2205Kb)  |  收藏  |  浏览/下载:417/113  |  提交时间:2016/01/18
Multi Modal  Pairwise Constraint  Subspace Clustering  
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
浏览  |  Adobe PDF(1640Kb)  |  收藏  |  浏览/下载:388/119  |  提交时间:2015/08/12
Pca  Implicit Regularizers  Low-rank Matrix Recovery  Correntropy  l(1) Regularization  
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:417/166  |  提交时间:2015/08/12
l(1)-minimization  Half-quadratic Optimization  Sparse Representation  M-estimator  Correntropy  
Robust Recognition via Information Theoretic Learning 专著
Newyork, USA:Springer, 2014
作者:  Ran He(赫然);  Baogang Hu;  Xiaotong Yuan;  Liang Wang
浏览  |  Adobe PDF(2846Kb)  |  收藏  |  浏览/下载:400/120  |  提交时间:2016/08/11
Robust Spectral Regression for Face Recognition 期刊论文
NEUROCOMPUTING, 2013, 卷号: 118, 期号: Na, 页码: 33-40
作者:  Yanqing Guo;  Ran He(赫然);  Weishi Zheng;  Xiangwei Kong;  Zhaofeng He
收藏  |  浏览/下载:181/0  |  提交时间:2015/08/12
Discriminant Subspace Learning  Face Recognition  Spectral Regression  Robust  Correntropy  
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:309/86  |  提交时间:2015/08/12
Correntropy  L-1 Regularization  Large-scale  Nonnegative Sparse Representation  Robust Face Recognition