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Joint sparse matrix regression and nonnegative spectral analysis for two-dimensional unsupervised feature selection Journal article
Pattern Recognition, 2019,Volume: 89,Page: 119-133
Authors:  Yuan H.;  Li J.;  Lai L.L.;  Tang Y.Y.
Favorite  |  View/Download:13/0  |  Submit date:2019/02/11
Nonnegative spectral analysis  Sparse matrix regression  Two-dimensional feature selection  Unsupervised learning  
Block sparse representation for pattern classification: Theory, extensions and applications Journal article
Pattern Recognition, 2019,Volume: 88,Page: 198-209
Authors:  Wang Y.;  Tang Y.Y.;  Li L.;  Zheng X.
Favorite  |  View/Download:8/0  |  Submit date:2019/02/11
Block sparsity  M-estimator  Representation based classifier  Subspace  
Atomic Representation-Based Classification: Theory, Algorithm, and Applications Journal article
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2019,Volume: 41,Issue: 1,Page: 6-19
Authors:  Wang, Yulong;  Tang, Yuan Yan;  Li, Luoqing;  Chen, Hong;  Pan, Jianjia
Favorite  |  View/Download:18/0  |  Submit date:2019/01/17
Atomic representation  representation-based classification  atomic classification condition  
Intensity and Stationarity Analysis of Land Use Change Based on CART Algorithm Journal article
SCIENTIFIC REPORTS, 2019,Volume: 9
Authors:  Sang, X;  Guo, QZ;  Wu, XX;  Fu, Y;  Xie, TY;  He, CW;  Zang, JL
Favorite  |  View/Download:1/0  |  Submit date:2020/01/09
Cauchy Matching Pursuit for Robust Sparse Representation and Classification Conference paper
Proceedings - International Conference on Pattern Recognition
Authors:  Wang Y.;  Zou C.;  Tang Y.Y.;  Li L.
Favorite  |  View/Download:5/0  |  Submit date:2019/02/11
Graph-based multiple rank regression for image classification Journal article
NEUROCOMPUTING, 2018,Volume: 315,Page: 394-404
Authors:  Yuan, Haoliang;  Li, Junyu;  Lai, Loi Lei;  Tang, Yuan Yan
Favorite  |  View/Download:13/0  |  Submit date:2018/10/30
Multiple rank regression  Graph regularization  Image classification  
Non-invasive multi-disease classification via facial image analysis using a convolutional neural network Conference paper
International Conference on Wavelet Analysis and Pattern Recognition
Authors:  Zhang L.;  Zhang B.
Favorite  |  View/Download:4/0  |  Submit date:2019/04/04
Deep learning  Facial image analysis  Medical biometrics  Multi-disease classification  
Computer-assisted non-invasive diabetes mellitus detection system via facial key block analysis Conference paper
International Conference on Wavelet Analysis and Pattern Recognition
Authors:  Shu T.;  Zhang B.;  Tang Y.-Y.
Favorite  |  View/Download:7/0  |  Submit date:2019/02/11
Diabetes mellitus  Disease detection system  Facial key block analysis  Local binary pattern  Support vector machines  
Huber collaborative representation for robust face identification Conference paper
International Conference on Wavelet Analysis and Pattern Recognition
Authors:  Wang Y.-L.;  Zou C.-M.;  Tang Y.Y.;  Yang L.-N.
Favorite  |  View/Download:3/0  |  Submit date:2019/02/11
Collaborative representation  Face recognition  M-estimation  
Superpixel-based 3D deep neural networks for hyperspectral image classification Journal article
PATTERN RECOGNITION, 2018,Volume: 74,Page: 600-616
Authors:  Shi, Cheng;  Pun, Chi-Man
Favorite  |  View/Download:10/0  |  Submit date:2018/10/30
Hyperspectral Image Classification  Superpixel  3d Deep Neural Networks