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Structurally Incoherent Low-Rank Nonnegative Matrix Factorization for Image Classification 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2018, 卷号: 27, 期号: 11, 页码: 5248-5260
Authors:  Lu, Yuwu;  Yuan, Chun;  Zhu, Wenwu;  Li, Xuelong
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Nmf  Structurally Incoherent  Low-rank  Image Classification  
Feature Combination via Clustering 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 4, 页码: 896-907
Authors:  Hou, Jian;  Gao, Huijun;  Li, Xuelong;  Hou, J (reprint author), Bohai Univ, Coll Engn, Jinzhou 121013, Peoples R China.;  Hou, J (reprint author), Univ Ca Foscari Venezia, European Ctr Living Technol, I-30123 Venice, Italy.
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Feature Combination  Image Classification  Clustering  Dominant Set  
Low-Rank Preserving Projections 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2016, 卷号: 46, 期号: 8, 页码: 1900-1913
Authors:  Lu, Yuwu;  Lai, Zhihui;  Xu, Yong;  Li, Xuelong;  Zhang, David;  Yuan, Chun
Adobe PDF(3239Kb)  |  Favorite  |  View/Download:75/1  |  Submit date:2016/09/22
Face Recognition  Image Classification  Locality Preserving Projections (Lpp)  Low-rank Representation (Lrr)  
Block-Row Sparse Multiview Multilabel Learning for Image Classification 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2016, 卷号: 46, 期号: 2, 页码: 450-461
Authors:  Zhu, Xiaofeng;  Li, Xuelong;  Zhang, Shichao;  Zhang, SC
Adobe PDF(853Kb)  |  Favorite  |  View/Download:134/2  |  Submit date:2016/03/18
Feature Selection  Image Classification  Joint Sparse Learning  Machine Learning  Multiview Learning  
A novel visual codebook model based on fuzzy geometry for large-scale image classification 期刊论文
PATTERN RECOGNITION, 2015, 卷号: 48, 期号: 10, 页码: 3125-3134
Authors:  Li, Yanshan;  Huang, Qinghua;  Xie, Weixin;  Li, Xuelong
Adobe PDF(1140Kb)  |  Favorite  |  View/Download:117/4  |  Submit date:2015/08/18
Codebook  Fuzzy Geometry  Fuzzy Set Theory  Image Classification  
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
Authors:  Shao, Ling;  Zhu, Fan;  Li, Xuelong
Adobe PDF(3181Kb)  |  Favorite  |  View/Download:119/0  |  Submit date:2015/07/20
Action Recognition  Image Classification  Machine Learning  Object Recognition  Survey  Transfer Learning  Visual Categorization  
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
Authors:  Yan, Shengye;  Xu, Xinxing;  Xu, Dong;  Lin, Stephen;  Li, Xuelong
Adobe PDF(1297Kb)  |  Favorite  |  View/Download:318/1  |  Submit date:2015/07/15
Adapted Classifier  Image Classification  Multiple Kernel Learning  Spatial Pyramid  
Feature Learning for Image Classification via Multiobjective Genetic Programming 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2014, 卷号: 25, 期号: 7, 页码: 1359-1371
Authors:  Shao, Ling;  Liu, Li;  Li, Xuelong
Adobe PDF(4134Kb)  |  Favorite  |  View/Download:121/0  |  Submit date:2015/03/18
Feature Extraction  Genetic Programming (Gp)  Image Classification  Multiobjective Optimization  
Spectral-Spatial Constraint Hyperspectral Image Classification 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2014, 卷号: 52, 期号: 3, 页码: 1811-1824
Authors:  Ji, Rongrong;  Gao, Yue;  Hong, Richang;  Liu, Qiong;  Tao, Dacheng;  Li, Xuelong
Adobe PDF(3921Kb)  |  Favorite  |  View/Download:163/1  |  Submit date:2015/03/18
Hypergraph Learning  Hyperspectral  Image Classification  Spatial-constraint