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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:14/0  |  Submit date:2019/01/17
Atomic representation  representation-based classification  atomic classification condition  
Learning With Coefficient-Based Regularized Regression on Markov Resampling Journal article
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018,Volume: 29,Issue: 9,Page: 4166-4176
Authors:  Li, Luoqing;  Li, Weifu;  Zou, Bin;  Wang, Yulong;  Tang, Yuan Yan;  Han, Hua
Favorite  |  View/Download:11/0  |  Submit date:2018/10/30
Coefficient-based regularized regression (CBRR)  learning rate  Markov resampling  uniformly ergodic Markov chain (u.e.M.c.)  
Spectral-spatial destriping of hyperspectral image via correntropy based sparse representation and unidirectional Huber-Markov random fields Journal article
INTERNATIONAL JOURNAL OF WAVELETS MULTIRESOLUTION AND INFORMATION PROCESSING, 2017,Volume: 15,Issue: 6
Authors:  Wang, Yulong;  Tang, Yuan Yan;  Li, Luoqing
Favorite  |  View/Download:12/0  |  Submit date:2018/10/30
Hyperspectral Images  Destriping  Sparse Representation  Markov Random Field  
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
Favorite  |  View/Download:11/0  |  Submit date:2018/10/30
Correntropy  Matching Pursuit (Mp)  Representation-based Classifier (Rc)  Robust Recognition  Sparse Representation  
Ideal Regularized Composite Kernel for Hyperspectral Image Classification Journal article
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2017,Volume: 10,Issue: 4,Page: 1563-1574
Authors:  Peng, Jiangtao;  Chen, Hong;  Zhou, Yicong;  Li, Luoqing
Favorite  |  View/Download:20/0  |  Submit date:2018/10/30
Composite Kernel (Ck)  Hyperspectral Image (Hsi) Classification  Ideal Kernel  Regularization  
Face recognition via collaborative representation based multiple one-dimensional embedding Journal article
International Journal of Wavelets, Multiresolution and Information Processing, 2016,Volume: 14,Issue: 2
Authors:  Y. Wang;  Yuan Yan Tang;  Luoqing Li;  Jianzhong Wang
Favorite  |  View/Download:2/0  |  Submit date:2019/02/11
Collaborative Representation  Multiple 1d Embedding  Smooth Ordering  
Robust Face Recognition via Minimum Error Entropy-Based Atomic Representation Journal article
IEEE Transactions on Image Processing, 2015,Volume: 24,Issue: 12,Page: 5868-5878
Authors:  Yulong Wang;  Yuan Yan Tang;  Luoqing Li
Favorite  |  View/Download:4/0  |  Submit date:2019/02/11
Atomic Representation  Face Recognition  Information-theoretic Learning  Minimum Error Entropy  
Structural Atomic Representation for Classification Journal article
IEEE Transactions on Cybernetics, 2015,Volume: 45,Issue: 12,Page: 2905-2913
Authors:  Yuan Yan Tang;  Yulong Wang;  Luoqing Li;  C. L. Philip Chen
Favorite  |  View/Download:3/0  |  Submit date:2019/02/11
Atomic Representation (Ar)  Bayesian Analysis  Greedy Coordinate Descent  Markov Random Field (Mrf)  Subspace  
The Generalization Ability of SVM Classification Based on Markov Sampling Journal article
IEEE Transactions on Cybernetics, 2015,Volume: 45,Issue: 6,Page: 1169-1179
Authors:  Jie Xu;  Yuan Yan Tang,;  Bin Zou;  Zongben Xu;  Luoqing Li;  Yang Lu;  Baochang Zhang
Favorite  |  View/Download:2/0  |  Submit date:2019/02/11
Generalization Ability  Learning Rate  Markov Sampling  Support Vector Machine Classification (Svmc)  
The Generalization Ability of Online SVM Classification Based on Markov Sampling Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2015,Volume: 26,Issue: 3,Page: 628-639
Authors:  Jie Xu;  Yuan Yan Tang;  Bin Zou;  Zongben Xu;  Luoqing Li;  Yang Lu
Favorite  |  View/Download:1/0  |  Submit date:2019/04/30
Generalization Ability  Markov Sampling  Online Support Vector Machine (Svm) Classification  Uniformly Ergodic Markov Chain (U.e.m.c.)