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Feature Selection Based on Structured Sparsity: A Comprehensive Study 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2017, 卷号: 28, 期号: 7, 页码: 1490-1507
Authors:  Gui, Jie;  Sun, Zhenan;  Ji, Shuiwang;  Tao, Dacheng;  Tan, Tieniu
View  |  Adobe PDF(3835Kb)  |  Favorite  |  View/Download:124/69  |  Submit date:2017/09/12
Dimensionality Reduction  Feature Selection  Sparse  Structured Sparsity  
Salient Object Detection via Structured Matrix Decomposition 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2017, 卷号: 39, 期号: 4, 页码: 818-832
Authors:  Peng, Houwen;  Li, Bing;  Ling, Haibin;  Hu, Weiming;  Xiong, Weihua;  Maybank, Stephen J.
Adobe PDF(3573Kb)  |  Favorite  |  View/Download:129/50  |  Submit date:2017/05/05
Salient Object Detection  Matrix Decomposition  Low Rank  Structured Sparsity  Subspace Learning  
Learning representative and discriminative image representation by deep appearance and spatial coding 期刊论文
Computer Vision and Image Understanding, 2015, 卷号: 136, 期号: 1, 页码: 23-31
Authors:  Bingyuan Liu;  Jing Liu;  Hanqing Lu
Adobe PDF(1491Kb)  |  Favorite  |  View/Download:34/5  |  Submit date:2017/02/20
Image Classification  Deep Learning  Structured Sparsity  
Beyond visual features: A weak semantic image representation using exemplar classifiers for classification 期刊论文
NEUROCOMPUTING, 2013, 期号: 120, 页码: 318-324
Authors:  Zhang, Chunjie;  Liu, Jing;  Tian, Qi;  Liang, Chao;  Huang, Qingming
View  |  Adobe PDF(1682Kb)  |  Favorite  |  View/Download:46/4  |  Submit date:2015/08/12
Image Classification  Exemplar Classifier  Weak Semantic Representation  Structured Sparsity