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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
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/11
Low-rank recovery  Robust principal component analysis  Self-representation  Subspace clustering  
Asymmetric Gaussian Process multi-view learning for visual classification Journal article
Information Fusion, 2021,Volume: 65,Page: 108-118
Authors:  Li,Jinxing;  Li,Zhaoqun;  Lu,Guangming;  Xu,Yong;  Zhang,Bob;  Zhang,David
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Classification  Gaussian Process  Multi-view  View-shared  View-specific  
Linear Representation-Based Methods for Image Classification: A Survey Journal article
IEEE Access, 2020,Volume: 8,Page: 216645-216670
Authors:  Zhou,Jianhang;  Zeng,Shaoning;  Zhang,Bob
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Image Classification  Linear Representation  Optimization  
Similarity and diversity induced paired projection for cross-modal retrieval Journal article
Information Sciences, 2020,Volume: 539,Page: 215-228
Authors:  Li,Jinxing;  Li,Mu;  Lu,Guangming;  Zhang,Bob;  Yin,Hongpeng;  Zhang,David
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Cross-modal  Diversity  Pair Projection  Similarity  
Tracking objects with partial occlusion by background alignment Journal article
Neurocomputing, 2020,Volume: 402,Page: 1-13
Authors:  Wu,Feng;  Vong,Chi Man;  Liu,Qiong
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Background alignment  Object tracking  Partial occlusion  Subspace learning  
Sparse Supervised Representation-Based Classifier for Uncontrolled and Imbalanced Classification Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2020,Volume: 31,Issue: 8,Page: 2847-2856
Authors:  Shu,Ting;  Zhang,Bob;  Tang,Yuan Yan
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Data Driven  Face Recognition  Imbalanced Classification  Spare Supervised Representation-based Classifier (Ssrc)  Sparse Representation-based Classification (Src)  
Nonnegative self-representation with a fixed rank constraint for subspace clustering Journal article
Information Sciences, 2020,Volume: 518,Page: 127-141
Authors:  Zhong,Guo;  Pun,Chi Man
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Graph clustering  Least squares regression  Nonnegative representation  Subspace clustering  
Subspace clustering by simultaneously feature selection and similarity learning Journal article
Knowledge-Based Systems, 2020,Volume: 193
Authors:  Zhong,Guo;  Pun,Chi Man
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Affinity matrix  Feature selection  Graph learning  Similarity learning  Subspace clustering  
Robust subspace clustering with independent and piecewise identically distributed noise modeling Conference paper
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, Long Beach, CA, USA, 15-20 June 2019
Authors:  Yuanman Li;  Jiantao Zhou;  Xianwei Zheng;  Jinyu Tian;  Yuan Yan Tang
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Class-Specific Reconstruction Transfer Learning for Visual Recognition across Domains Journal article
IEEE Transactions on Image Processing, 2019,Volume: 29,Page: 2424-2438
Authors:  Wang,Shanshan;  Zhang,Lei;  Zuo,Wangmeng;  Zhang,Bob
Favorite |  | TC[WOS]:15 TC[Scopus]:16 | Submit date:2021/03/11
Cross-domain Learning  Image Classification  Semi-supervised Learning  Transfer Learning