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RPCA-induced self-representation for subspace clustering Journal article
Neurocomputing, 2021,Volume: 437,Page: 249-260
Authors:  Zhong,Guo;  Pun,Chi Man
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Low-rank recovery  Robust principal component analysis  Self-representation  Subspace clustering  
A new nonlocal means based framework for mixed noise removal Journal article
Neurocomputing, 2021,Volume: 431,Page: 57-68
Authors:  Jiang,Jielin;  Yang,Kang;  Yang,Jian;  Yang,Zhi Xin;  Chen,Yadang;  Luo,Lei
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Convolutional neural network  Gradient regularization  Low rank approximation  Mixed noise removal  Nonlocal self-similarity  
Low-Rank Tensor Regularized Fuzzy Clustering for Multiview Data Journal article
IEEE Transactions on Fuzzy Systems, 2020,Volume: 28,Issue: 12,Page: 3087-3099
Authors:  Wei,Huiqin;  Chen,Long;  Ruan,Keyu;  Li,Lingxi;  Chen,Long
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Fuzzy clustering  Kullback-Leibler (KL) divergence  low-rank tensor  multiview data  
Low-rank quaternion tensor completion for recovering color videos and images Journal article
Pattern Recognition, 2020,Volume: 107
Authors:  Miao,Jifei;  Kou,Kit Ian;  Liu,Wankai
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Color images  Color videos  Low-rank  Quaternion  Tensor completion  
The Power of Triply Complementary Priors for Image Compressive Sensing Conference paper
Proceedings - International Conference on Image Processing, ICIP
Authors:  Zha,Zhiyuan;  Yuan,Xin;  Zhou,Joey Tianyi;  Zhou,Jiantao;  Wen,Bihan;  Zhu,Ce
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deep prior  hybrid plug-and-play  Image CS  non-local self-similarity  triply complementary priors  
Person re-identification based on multi-level feature complementarity of cross-attention with part metric learning Journal article
Multimedia Tools and Applications, 2020,Volume: 79,Issue: 29-30,Page: 21409-21439
Authors:  Lu,Zeng;  Huang,Guoheng;  Pun,Chi Man;  Cheng,Lianglun
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Cross attention  Joint training  Multi-level complementation  Part triple loss function  Person re-id  
Reconciliation of group sparsity and low-rank models for image restoration Conference paper
Proceedings - IEEE International Conference on Multimedia and Expo
Authors:  Zha,Zhiyuan;  Wen,Bihan;  Yuan,Xin;  Zhou,Jiantao;  Zhu,Ce
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Adaptive parameter adjustment  Alternating minimization  Group sparse coding  Image restoration  Low-rank regularized group sparse coding  
Image decomposition based matrix regression with applications to robust face recognition Journal article
Pattern Recognition, 2020,Volume: 102
Authors:  Qian,Jianjun;  Yang,Jian;  Xu,Yong;  Xie,Jin;  Lai,Zhihui;  Zhang,Bob
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Image decomposition  Low rank  Matrix regression  Pattern classification  
Approximate empirical kernel map-based iterative extreme learning machine for clustering Journal article
Neural Computing and Applications, 2020,Volume: 32,Issue: 12,Page: 8031-8046
Authors:  Chen,Chuangquan;  Vong,Chi Man;  Wong,Pak Kin;  Tai,Keng Iam
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Approximate empirical kernel map  Compact model  Extreme learning machine  Kernel learning  Maximum margin clustering  
Total-Effect Test is Superfluous for Establishing Complementary Mediation Journal article
Statistica Sinica, 2020
Authors:  Yingkai Jiang;  Xinshu Zhao;  Lixing Zhu;  Jun S. Liu;  Ke Deng
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Complementary Mediation  Hypothesis Testing  Linear Model  Mediation Analysis  Total-effect Test