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Tensorized Multi-View Low-Rank Approximation Based Robust Hand-Print Recognition Journal article
Zhao, Shuping, Fei, Lunke, Zhang, Bob, Wen, Jie, Zhao, Pengyang. Tensorized Multi-View Low-Rank Approximation Based Robust Hand-Print Recognition[J]. IEEE TRANSACTIONS ON IMAGE PROCESSING, 2024, 33, 3328-3340.
Authors:  Zhao, Shuping;  Fei, Lunke;  Zhang, Bob;  Wen, Jie;  Zhao, Pengyang
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:10.8/12.1 | Submit date:2024/06/05
Consensus Representation  Low-rank Tensor Sub-space Learning  Multi-view Learning  Robust Hand-print Recognition  
Accelerated PALM for Nonconvex Low-rank Matrix Recovery with Theoretical Analysis Journal article
Zhang, Hengmin, Wen, Bihan, Zha, Zhiyuan, Zhang, Bob, Tang, Yang, Yu, Guo, Du, Wenli. Accelerated PALM for Nonconvex Low-rank Matrix Recovery with Theoretical Analysis[J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2024, 34(4), 2304-2317.
Authors:  Zhang, Hengmin;  Wen, Bihan;  Zha, Zhiyuan;  Zhang, Bob;  Tang, Yang; et al.
Favorite | TC[WOS]:6 TC[Scopus]:5  IF:8.3/7.1 | Submit date:2024/02/23
Nonconvex Rank Relaxations  Matrix Volume  Proximal Alternating Linearized Minimization  Robust Matrix Completion  Low-rank Representation  
Unified Framework for Faster Clustering via Joint Schatten p-Norm Factorization With Optimal Mean Journal article
Zhang, Hengmin, Zhao, Jiaoyan, Zhang, Bob, Gong, Chen, Qian, Jianjun, Yang, Jian. Unified Framework for Faster Clustering via Joint Schatten p-Norm Factorization With Optimal Mean[J]. IEEE Transactions on Neural Networks and Learning Systems, 2024, 35(3), 3012-3026.
Authors:  Zhang, Hengmin;  Zhao, Jiaoyan;  Zhang, Bob;  Gong, Chen;  Qian, Jianjun; et al.
Favorite | TC[WOS]:3 TC[Scopus]:4  IF:10.2/10.4 | Submit date:2024/02/22
Low-rank Representation (Lrr)  Matrix Factorization  Optimal Mean  Schatten P-norm  Subspace Clustering  
Joint Discriminative Analysis With Low-Rank Projection for Finger Vein Feature Extraction Journal article
Li, Shuyi, Ma, Ruijun, Zhou, Jianhang, Zhang, Bob, Wu, Lifang. Joint Discriminative Analysis With Low-Rank Projection for Finger Vein Feature Extraction[J]. IEEE Transactions on Information Forensics and Security, 2024, 19, 959-969.
Authors:  Li, Shuyi;  Ma, Ruijun;  Zhou, Jianhang;  Zhang, Bob;  Wu, Lifang
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:6.3/7.3 | Submit date:2024/05/16
Discriminative Analysis  Domain Adaptation  Finger Vein Recognition  Jointly Embedding  Low-rank Representation  
Subspace-based minority oversampling for imbalance classification Journal article
Li, Tianjun, Wang, Yingxu, Liu, Licheng, Chen, Long, Chen, C. L.Philip. Subspace-based minority oversampling for imbalance classification[J]. Information Sciences, 2023, 621, 371-388.
Authors:  Li, Tianjun;  Wang, Yingxu;  Liu, Licheng;  Chen, Long;  Chen, C. L.Philip
Favorite | TC[WOS]:16 TC[Scopus]:20  IF:0/0 | Submit date:2023/05/02
Class Imbalance  Low-rank Representation  Matrix Completion  Minority Over-sampling  
Deep and Low-Rank Quaternion Priors for Color Image Processing Journal article
Xu,Tingting, Kong,Xiaoyu, Shen,Qiangqiang, Chen,Yongyong, Zhou,Yicong. Deep and Low-Rank Quaternion Priors for Color Image Processing[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2023, 33(7), 3119-3132.
Authors:  Xu,Tingting;  Kong,Xiaoyu;  Shen,Qiangqiang;  Chen,Yongyong;  Zhou,Yicong
Favorite | TC[WOS]:7 TC[Scopus]:11  IF:8.3/7.1 | Submit date:2023/08/03
Color Image Denoising  Color Image Inpainting  Deep Prior  Low-rank Quaternion Representation  Plug-and-play  
Fuzzy Graph Subspace Convolutional Network Journal article
Zhou, Jianhang, Zhang, Qi, Zeng, Shaoning, Zhang, Bob. Fuzzy Graph Subspace Convolutional Network[J]. IEEE Transactions on Neural Networks and Learning Systems, 2022, 35(4), 5641-5655.
Authors:  Zhou, Jianhang;  Zhang, Qi;  Zeng, Shaoning;  Zhang, Bob
Favorite | TC[WOS]:2 TC[Scopus]:2  IF:10.2/10.4 | Submit date:2024/05/02
Fuzzy Set Theory  Graph Convolutional Network (Gcn)  Low-rank Representation (Lrr)  Subspace Learning (Sc)  
SMDS-Net: Model Guided Spectral-Spatial Network for Hyperspectral Image Denoising Journal article
Fengchao Xiong, Jun Zhou, Shuyin Tao, Jianfeng Lu, Jiantao Zhou, Yuntao Qian. SMDS-Net: Model Guided Spectral-Spatial Network for Hyperspectral Image Denoising[J]. IEEE Transactions on Image Processing, 2022, 31, 5469-5483.
Authors:  Fengchao Xiong;  Jun Zhou;  Shuyin Tao;  Jianfeng Lu;  Jiantao Zhou; et al.
Favorite | TC[WOS]:39 TC[Scopus]:46  IF:10.8/12.1 | Submit date:2022/08/20
Hyperspectral Image Denoising  Model-based Neural Network  Low-rank Representation  Multidimensional Sparse Representation  
Adaptive Transition Probability Matrix Learning for Multiview Spectral Clustering Journal article
Chen, Yongyong, Xiao, Xiaolin, Hua, Zhongyun, Zhou, Yicong. Adaptive Transition Probability Matrix Learning for Multiview Spectral Clustering[J]. IEEE Transactions on Neural Networks and Learning Systems, 2022, 33(9), 4712-4726.
Authors:  Chen, Yongyong;  Xiao, Xiaolin;  Hua, Zhongyun;  Zhou, Yicong
Favorite | TC[WOS]:49 TC[Scopus]:45  IF:10.2/10.4 | Submit date:2022/05/13
Adaptive Learning  Low-rank Representation (Lrr)  Markov Chain  Multiview Clustering  Spectral Clustering  
Low-rank inter-class sparsity based semi-flexible target least squares regression for feature representation Journal article
Zhao, Shuping, Wu, Jigang, Zhang, Bob, Fei, Lunke. Low-rank inter-class sparsity based semi-flexible target least squares regression for feature representation[J]. Pattern Recognition, 2022, 123(108346).
Authors:  Zhao, Shuping;  Wu, Jigang;  Zhang, Bob;  Fei, Lunke
Favorite | TC[WOS]:19 TC[Scopus]:22  IF:7.5/7.6 | Submit date:2022/03/28
Least Squares Regression  Low-rank Inter-class Sparsity  Feature Representation  Image Classification