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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 |  | TC[WOS]:7 TC[Scopus]:7 | 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 |  | TC[WOS]:1 TC[Scopus]:2 | 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 |  | TC[WOS]:1 TC[Scopus]: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 |  | TC[WOS]:25 TC[Scopus]:26 | 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 |  | TC[WOS]:22 TC[Scopus]:21 | 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 |  | TC[WOS]:5 TC[Scopus]:6 | 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 |  | TC[WOS]:14 TC[Scopus]:24 | 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 |  | TC[WOS]:9 TC[Scopus]:9 | Submit date:2019/02/11
Atomic Representation (Ar)  Bayesian Analysis  Greedy Coordinate Descent  Markov Random Field (Mrf)  Subspace  
Structural atomic representation for classification Journal article
IEEE Transactions on Cybernetics, 2015,Volume: 45,Issue: 12,Page: 2905-2913
Authors:  Tang,Yuan Yan;  Wang,Yulong;  Li,Luoqing;  Chen,C. L.Philip
Favorite |  | TC[WOS]:9 TC[Scopus]:9 | Submit date:2021/03/09
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 |  | TC[WOS]:23 TC[Scopus]:27 | Submit date:2019/02/11
Generalization Ability  Learning Rate  Markov Sampling  Support Vector Machine Classification (Svmc)