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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:16/0  |  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:26/0  |  Submit date:2019/01/17
Atomic representation  representation-based classification  atomic classification condition  
Prior Knowledge Based Probabilistic Collaborative Representation for Visual Recognition Journal article
IEEE Transactions on Cybernetics, 2018,Page: 1 - 11
Authors:  Rushi Lan;  Yicong Zhou;  Zhenbing Liu;  Xiaonan Luo
Favorite  |  View/Download:12/0  |  Submit date:2019/03/26
Collaborative Representation  Prior Knowledge  Representation-based Classifier  Visual Recognition  
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:6/0  |  Submit date:2019/02/11
Collaborative representation  Face recognition  M-estimation  
Clustering by learning the non-negative half-space Conference paper
International Conference on Wavelet Analysis and Pattern Recognition
Authors:  Hu K.;  Tian J.;  Tang Y.Y.
Favorite  |  View/Download:5/0  |  Submit date:2019/02/11
Clustering  Half-space  Non-negative representation  
Empirical kernel map-based multilayer extreme learning machines for representation learning Journal article
NEUROCOMPUTING, 2018,Volume: 310,Page: 265-276
Authors:  Chi-Man Vong;  Chen, Chuangquan;  Wong, Pak-Kin
Favorite  |  View/Download:101/0  |  Submit date:2018/10/30
Kernel Learning  Multilayer Extreme Learning Machine (Ml-elm)  Empirical Kernel Map (Ekm)  Representation Learning  Stacked Autoencoder (Sae)  
An improved noninvasive method to detect Diabetes Mellitus using the Probabilistic Collaborative Representation based Classifier Journal article
INFORMATION SCIENCES, 2018,Volume: 467,Page: 477-488
Authors:  Shu, Ting;  Zhang, Bob;  Tang, Yuan Yan
Favorite  |  View/Download:15/0  |  Submit date:2018/10/30
Diabetes Mellitus  Facial key block analysis  Probabilistic collaborative representation based classifier  Medical biometrics  Noninvasive computerized disease detection  
Mixed Noise Removal via Robust Constrained Sparse Representation Journal article
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2018,Volume: 28,Issue: 9,Page: 2177-2189
Authors:  Liu, Licheng;  Chen, C. L. Philip;  You, Xinge;  Tang, Yuan Yan;  Zhang, Yushu;  Li, Shutao
Favorite  |  View/Download:19/0  |  Submit date:2018/10/30
Image denoising  robust sparse representation  constrained sparse coding  dictionary learning  nonlocal self-similarity  
Adaptive weighted nonnegative low-rank representation Journal article
PATTERN RECOGNITION, 2018,Volume: 81,Page: 326-340
Authors:  Wen, Jie;  Zhang, Bob;  Xu, Yong;  Yang, Jian;  Han, Na
Favorite  |  View/Download:29/0  |  Submit date:2018/10/30
Low-rank representation  Adaptive weighted matrix  Data clustering  Locality constraint  
Fast solution algorithms for exponentially tempered fractional diffusion equations Journal article
NUMERICAL METHODS FOR PARTIAL DIFFERENTIAL EQUATIONS, 2018,Volume: 34,Issue: 4,Page: 1301-1323
Authors:  Lei, Siu-Long;  Fan, Daoying;  Chen, Xu
Favorite  |  View/Download:27/0  |  Submit date:2018/10/30
Circulant And skew-Circulant Representation Of Toeplitz Inversion  Circulant Preconditioner  Fast Fourier Transform  Tempered Fractional Diffusion Equations  Toeplitz Matrix