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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.
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Block sparsity  M-estimator  Representation based classifier  Subspace  
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.
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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.
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Clustering  Half-space  Non-negative representation  
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
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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
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Low-rank representation  Adaptive weighted matrix  Data clustering  Locality constraint  
Information-theoretic generalized orthogonal matching pursuit for robust pattern classification Conference paper
2017 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2017
Authors:  Wang Y.;  Tang Y.Y.;  Zou C.;  Yang L.
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Joint distances by sparse representation and locality-constrained dictionary learning for robust leaf recognition Journal article
COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2017,Volume: 142,Page: 563-571
Authors:  Zeng, Shaoning;  Zhang, Bob;  Du, Yong
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Sparse representation  Dictionary learning  Feature integration  Leaf image recognition  
Weighted sparse coding regularized nonconvex matrix regression for robust face recognition Journal article
INFORMATION SCIENCES, 2017,Volume: 394,Page: 1-17
Authors:  Zhang, Hengmin;  Yang, Jian;  Xie, Jianchun;  Qian, Jianjun;  Zhang, Bob
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Nonconvex matrix regression  Weighted sparse coding  Inexact augmented lagrange multiplier method  Face recognition  
Correntropy Matching Pursuit With Application to Robust Digit and Face Recognition Journal article
IEEE Transactions on Cybernetics, 2017,Volume: 47,Issue: 6,Page: 1354-1366
Authors:  Wang, Yulong;  Tang, Yuan Yan;  Li, Luoqing
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Correntropy  Matching Pursuit (Mp)  Representation-based Classifier (Rc)  Robust Recognition  Sparse Representation  
Information-theoretic atomic representation for robust pattern classification Conference paper
Proceedings - International Conference on Pattern Recognition
Authors:  Wang Y.;  Tang Y.Y.;  Li L.;  Wang P.
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