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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  
Harmonization Shared Autoencoder Gaussian Process Latent Variable Model With Relaxed Hamming Distance Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2020
Authors:  Li,Jinxing;  Zhang,Bob;  Lu,Guangming;  Xu,Yong;  Wu,Feng;  Zhang,David
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/11
Adaptation models  Correlation  Data models  Gaussian process (GP)  Gaussian processes  Hamming distance  Hamming distance  harmonization  Image color analysis  latent variable  Learning systems  multiview.  
Adaptive multi-scale deep neural networks with perceptual loss for panchromatic and multispectral images classification Journal article
Information Sciences, 2019,Volume: 490,Page: 1-17
Authors:  Shi,Cheng;  Pun,Chi Man
Favorite |  | TC[WOS]:13 TC[Scopus]:15 | Submit date:2021/03/11
Adaptive multi-scale learning  Convolutional neural networks  Perceptual loss  Spectral similarity constraint  Structure similarity constraint  
Perceptual Loss for Superpixel-Level Multispectral and Panchromatic Image Classification Conference paper
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, Calgary, Alberta, Canada, April 15-20, 2018
Authors:  Shi C.;  Pun C.-M.
Favorite |  | TC[WOS]:4 TC[Scopus]:3 | Submit date:2019/02/14
Convolutional Neural Networks  Perceptual Loss Function  Spectral Similarity Constraint  Structure Similarity Constraint  
A novel regularized concept factorization for document clustering Journal article
KNOWLEDGE-BASED SYSTEMS, 2017,Volume: 135,Page: 147-158
Authors:  Yan, Wei;  Zhang, Bob;  Ma, Sihan;  Yang, Zuyuan
Favorite |  | TC[WOS]:11 TC[Scopus]:14 | Submit date:2018/10/30
Document clustering  Concept factorization  Manifold regularization