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Double Auto-Weighted Tensor Robust Principal Component Analysis Journal article
Wang, Yulong, Kou, Kit Ian, Chen, Hong, Tang, Yuan Yan, Li, Luoqing. Double Auto-Weighted Tensor Robust Principal Component Analysis[J]. IEEE TRANSACTIONS ON IMAGE PROCESSING, 2023, 32, 5114-5125.
Authors:  Wang, Yulong;  Kou, Kit Ian;  Chen, Hong;  Tang, Yuan Yan;  Li, Luoqing
Favorite | TC[WOS]:4 TC[Scopus]:4  IF:10.8/12.1 | Submit date：2024/02/22
Double Weight Learning  Low-dimensional Structure  Tensor Nuclear Norm  Tensor Robust Pca  
Simultaneous Robust Matching Pursuit for Multi-view Learning Journal article
Yulong Wang, Kit Ian Kou, Hong Chen, Yuan Yan Tang, Luoqing Li. Simultaneous Robust Matching Pursuit for Multi-view Learning[J]. PATTERN RECOGNITION, 2022, 134(4), 109100.
Authors:  Yulong Wang;  Kit Ian Kou;  Hong Chen;  Yuan Yan Tang;  Luoqing Li
Favorite | TC[WOS]:6 TC[Scopus]:7  IF:7.5/7.6 | Submit date：2022/11/13
Greedy Algorithm  Multi-view Learning  M-estimator  Sparse Learning  
Generalized and Discriminative Collaborative Representation for Multiclass Classification Journal article
Wang, Yulong, Tan, Yap Peng, Tang, Yuan Yan, Chen, Hong, Zou, Cuiming, Li, Luoqing. Generalized and Discriminative Collaborative Representation for Multiclass Classification[J]. IEEE Transactions on Cybernetics, 2022, 52(5), 2675-2686.
Authors:  Wang, Yulong;  Tan, Yap Peng;  Tang, Yuan Yan;  Chen, Hong;  Zou, Cuiming; et al.
Favorite | TC[WOS]:13 TC[Scopus]:13  IF:9.4/10.3 | Submit date：2022/08/02
Classification  Collaborative Representation  Regularization  Subspace  
Modal Regression-Based Atomic Representation for Robust Face Recognition and Reconstruction Journal article
Wang, Yulong, Tang, Yuan Yan, Li, Luoqing, Chen, Hong. Modal Regression-Based Atomic Representation for Robust Face Recognition and Reconstruction[J]. IEEE Transactions on Cybernetics, 2020, 50(10), 4393-4405.
Authors:  Wang, Yulong;  Tang, Yuan Yan;  Li, Luoqing;  Chen, Hong
Favorite | TC[WOS]:20 TC[Scopus]:22  IF:9.4/10.3 | 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
Wang, Yulong, Tang, Yuan Yan, Zou, Cuiming, Li, Luoqing, Chen, Hong. Modal regression based greedy algorithm for robust sparse signal recovery, clustering and classification[J]. Neurocomputing, 2020, 372, 73-83.
Authors:  Wang, Yulong;  Tang, Yuan Yan;  Zou, Cuiming;  Li, Luoqing;  Chen, Hong
Favorite | TC[WOS]:11 TC[Scopus]:12  IF:5.5/5.5 | Submit date：2021/12/03
Greedy Algorithm  Modal Regression  Sparse Representation  
Cauchy greedy algorithm for robust sparse recovery and multiclass classification Journal article
Wang, Yulong, Zou, Cuiming, Tang, Yuan Yan, Li, Luoqing, Shang, Zhaowei. Cauchy greedy algorithm for robust sparse recovery and multiclass classification[J]. Signal Processing, 2019, 164, 284-294.
Authors:  Wang, Yulong;  Zou, Cuiming;  Tang, Yuan Yan;  Li, Luoqing;  Shang, Zhaowei
Favorite | TC[WOS]:4 TC[Scopus]:4  IF:3.4/3.8 | 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
Peng, Jiangtao, Li, Luoqing, Tang, Yuan Yan. Maximum Likelihood Estimation-Based Joint Sparse Representation for the Classification of Hyperspectral Remote Sensing Images[J]. IEEE Transactions on Neural Networks and Learning Systems, 2019, 30(6), 1790-1802.
Authors:  Peng, Jiangtao;  Li, Luoqing;  Tang, Yuan Yan
Favorite | TC[WOS]:144 TC[Scopus]:155  IF:10.2/10.4 | 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
Wang, Yulong, Tang, Yuan Yan, Li, Luoqing, Chen, Hong, Pan, Jianjia. Atomic Representation-Based Classification: Theory, Algorithm, and Applications[J]. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2019, 41(1), 6-19.
Authors:  Wang, Yulong;  Tang, Yuan Yan;  Li, Luoqing;  Chen, Hong;  Pan, Jianjia
Favorite | TC[WOS]:17 TC[Scopus]:19  IF:20.8/22.2 | Submit date：2019/01/17
Atomic Representation  Representation-based Classification  Atomic Classification Condition  
Learning With Coefficient-Based Regularized Regression on Markov Resampling Journal article
Li, Luoqing, Li, Weifu, Zou, Bin, Wang, Yulong, Tang, Yuan Yan, Han, Hua. Learning With Coefficient-Based Regularized Regression on Markov Resampling[J]. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 29(9), 4166-4176.
Authors:  Li, Luoqing;  Li, Weifu;  Zou, Bin;  Wang, Yulong;  Tang, Yuan Yan; et al.
Favorite | TC[WOS]:3 TC[Scopus]:4  IF:10.2/10.4 | 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
Wang, Yulong, Tang, Yuan Yan, Li, Luoqing. Spectral-spatial destriping of hyperspectral image via correntropy based sparse representation and unidirectional Huber-Markov random fields[J]. INTERNATIONAL JOURNAL OF WAVELETS MULTIRESOLUTION AND INFORMATION PROCESSING, 2017, 15(6).
Authors:  Wang, Yulong;  Tang, Yuan Yan;  Li, Luoqing
Favorite | TC[WOS]:1 TC[Scopus]:3  IF:0.9/1.1 | Submit date：2018/10/30
Hyperspectral Images  Destriping  Sparse Representation  Markov Random Field