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Generalized and Discriminative Collaborative Representation for Multiclass Classification Journal article
IEEE Transactions on Cybernetics, 2022,Volume: 52,Issue: 5,Page: 2675-2686
Authors:  Wang, Yulong;  Tan, Yap Peng;  Tang, Yuan Yan;  Chen, Hong;  Zou, Cuiming;  Li, Luoqing
Favorite |  | TC[WOS]:4 TC[Scopus]:3 | Submit date:2022/08/02
Classification  Collaborative Representation  Regularization  Subspace  
Modal Regression-Based Atomic Representation for Robust Face Recognition and Reconstruction Journal article
IEEE Transactions on Cybernetics, 2020,Volume: 50,Issue: 10,Page: 4393-4405
Authors:  Wang, Yulong;  Tang, Yuan Yan;  Li, Luoqing;  Chen, Hong
Favorite |  | TC[WOS]:11 TC[Scopus]:8 | Submit date:2021/12/06
Atomic Representation (Ar)  Face Recognition (Fr)  Modal Regression (Mr)  
Modal regression based greedy algorithm for robust sparse signal recovery, clustering and classification Journal article
Neurocomputing, 2020,Volume: 372,Page: 73-83
Authors:  Wang, Yulong;  Tang, Yuan Yan;  Zou, Cuiming;  Li, Luoqing;  Chen, Hong
Favorite |  | TC[WOS]:6 TC[Scopus]:7 | Submit date:2021/12/03
Greedy Algorithm  Modal Regression  Sparse Representation  
Cauchy greedy algorithm for robust sparse recovery and multiclass classification Journal article
Signal Processing, 2019,Volume: 164,Page: 284-294
Authors:  Wang, Yulong;  Zou, Cuiming;  Tang, Yuan Yan;  Li, Luoqing;  Shang, Zhaowei
Favorite |  | TC[WOS]:4 TC[Scopus]:4 | Submit date:2022/05/17
Greedy algorithm  Multiclass classification  Robust signal recovery  
Maximum Likelihood Estimation-Based Joint Sparse Representation for the Classification of Hyperspectral Remote Sensing Images Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2019,Volume: 30,Issue: 6,Page: 1790-1802
Authors:  Peng, Jiangtao;  Li, Luoqing;  Tang, Yuan Yan
Favorite |  | TC[WOS]:76 TC[Scopus]:73 | Submit date:2022/05/17
Classification  Hyperspectral Image (Hsi)  Inhomogeneous Pixels  Joint Sparse Representation (Jsr)  Maximum Likelihood Estimation (Mle)  
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]:11 TC[Scopus]:11 | 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]:3 TC[Scopus]:3 | 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]:37 TC[Scopus]:39 | 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:  Jiangtao Peng;  Hong Chen;  Yicong Zhou;  Luoqing Li
Favorite |  | TC[WOS]:28 TC[Scopus]:27 | Submit date:2018/10/30
Composite Kernel (Ck)  Hyperspectral Image (Hsi) Classification  Ideal Kernel  Regularization