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Orthogonal self-guided similarity preserving projection for classification and clustering 期刊论文
NEURAL NETWORKS, 2017, 卷号: 88, 页码: 1-8
作者:  Fang, Xiaozhao;  Xu, Yong;  Li, Xuelong;  Lai, Zhihui;  Teng, Shaohua;  Fei, Lunke;  Xu, Y (reprint author), Harbin Inst Technol, Shenzhen Grad Sch, Biocomp Res Ctr, Shenzhen 518055, Guangdong, Peoples R China.
Adobe PDF(813Kb)  |  收藏  |  浏览/下载：165/0  |  提交时间：2017/05/26
Dimensionality Reduction  Intrinsic Structure  Subspace Clustering  Feature Representation  
Transfer Learning for Visual Categorization: A Survey 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2015, 卷号: 26, 期号: 5, 页码: 1019-1034
作者:  Shao, Ling;  Zhu, Fan;  Li, Xuelong
Adobe PDF(3181Kb)  |  收藏  |  浏览/下载：706/0  |  提交时间：2015/07/20
Action Recognition  Image Classification  Machine Learning  Object Recognition  Survey  Transfer Learning  Visual Categorization  
A Survey of Sparse Representation: Algorithms and Applications 期刊论文
IEEE ACCESS, 2015, 卷号: 3, 页码: 490-530
作者:  Zhang, Zheng;  Xu, Yong;  Yang, Jian;  Li, Xuelong;  Zhang, David
Adobe PDF(4920Kb)  |  收藏  |  浏览/下载：884/2  |  提交时间：2015/12/02
Sparse Representation  Compressive Sensing  Greedy Algorithm  Constrained Optimization  Proximal Algorithm  Homotopy Algorithm  Dictionary Learning  
Distributed Object Detection With Linear SVMs 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2014, 卷号: 44, 期号: 11, 页码: 2122-2133
作者:  Pang, Yanwei;  Zhang, Kun;  Yuan, Yuan;  Wang, Kongqiao
Adobe PDF(16433Kb)  |  收藏  |  浏览/下载：232/0  |  提交时间：2015/03/18
Cell-based Histograms Of Oriented Gradients (Chog)  Computer Vision  Feature Extraction  Linear Classifier  Machine Learning  Object Detection  
Fast and Accurate Matrix Completion via Truncated Nuclear Norm Regularization 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2013, 卷号: 35, 期号: 9, 页码: 2117-2130
作者:  Hu, Yao;  Zhang, Debing;  Ye, Jieping;  Li, Xuelong;  He, Xiaofei
Adobe PDF(1907Kb)  |  收藏  |  浏览/下载：1237/1  |  提交时间：2015/06/08
Matrix Completion  Nuclear Norm Minimization  Alternating Direction Method Of Multipliers  Accelerated Proximal Gradient Method  
Robust Alternative Minimization for Matrix Completion 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2012, 卷号: 42, 期号: 3, 页码: 939-949
作者:  Lu, Xiaoqiang;  Gong, Tieliang;  Yan, Pingkun;  Yuan, Yuan;  Li, Xuelong
Adobe PDF(1560Kb)  |  收藏  |  浏览/下载：609/3  |  提交时间：2012/09/03
Computer Vision  Convex Optimization  Image Processing  Low-rank Matrices  Matrix Completion  Nuclear Norm Minimization  Pattern Recognition  Singular Value Decomposition (Svd)  
A Review of Active Appearance Models 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND REVIEWS, 2010, 卷号: 40, 期号: 2, 页码: 145-158
作者:  Gao, Xinbo;  Su, Ya;  Li, Xuelong;  Tao, Dacheng;  Gao Xinbo
Adobe PDF(1853Kb)  |  收藏  |  浏览/下载：351/7  |  提交时间：2011/01/11
Active Appearance Model (Aam)  Review