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Low-Rankness Guided Group Sparse Representation for Image Restoration Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2022
Authors:  Zha, Zhiyuan;  Wen, Bihan;  Yuan, Xin;  Zhou, Jiantao;  Zhu, Ce;  Kot, Alex Chichung
Adobe PDF | Favorite |  | TC[WOS]:4 TC[Scopus]:5 | Submit date:2022/05/17
Adaptation Models  Adaptively Adjusted Parameter  Alternating Minimization  Dictionaries  Image Denoising  Image Reconstruction  Image Restoration  Image Restoration  Low-rankness Guided Group Sparse Representation (Lgsr)  Minimization  Nonlocal Self-similarity (Nss).  Task Analysis  
Adaptive Transition Probability Matrix Learning for Multiview Spectral Clustering Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2021
Authors:  Chen, Yongyong;  Xiao, Xiaolin;  Hua, Zhongyun;  Zhou, Yicong
Favorite |  | TC[WOS]:12 TC[Scopus]:12 | Submit date:2022/05/13
Adaptive Learning  Clustering Methods  Complexity Theory  Computational Modeling  Learning Systems  Low-rank Representation (Lrr)  Markov Chain  Multiview Clustering  Sparse Matrices  Spectral Clustering.  Task Analysis  Tensors  
Perron Vector Analysis For Irreducible Nonnegative Tensors And Its Applications Journal article
Journal of Industrial and Management Optimization, 2021,Volume: 17,Issue: 1,Page: 29-50
Authors:  Li, Wen;  Liu, Wei Hui;  Vong, Seak Weng
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/12/07
Bound  Irreducibility  Nonnegative Tensor  Perron Vector  Spectral Radius  
Hyperspectral Image Super-Resolution via Deep Progressive Zero-Centric Residual Learning Journal article
IEEE Transactions on Image Processing, 2020,Volume: 30,Page: 1423-1438
Authors:  Zhiyu Zhu;  Junhui Hou;  Jie Chen;  Huanqiang Zeng;  Jiantao Zhou
Adobe PDF | Favorite |  | TC[WOS]:12 TC[Scopus]:0 | Submit date:2021/03/11
Hyperspectral Imagery  Super-resolution  Image Fusion  Deep Learning  Zero-mean Normalization  Cross-modality  
An Efficient Second‑Order Convergent Scheme for One‑Side Space Fractional Diffusion Equations with Variable Coefficients Journal article
Communications on Applied Mathematics and Computation, 2020,Volume: 2,Issue: 2,Page: 215--239
Authors:  Lin Xuelei;  Lyu Pin;  Michael K. Ng;  Sun HW(孫海衛);  Seak Weng Vong
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One-side Space Fractional Diffusion Equation  Variable Diffusion Coefficients  Stability And Convergence  High-order Finite-difference Scheme  Preconditioner  
The Prediction of Saliency Map for Head and Eye Movements in 360 Degree Images Journal article
IEEE Transactions on Multimedia, 2019,Volume: 22,Issue: 9,Page: 2331-2344
Authors:  Yucheng Zhu;  Guangtao Zhai;  Xiongkuo Min;  Jiantao Zhou
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360 Degree  Center And Peripheral Vision  Head-eye Motion  Saliency  Scanpath  Spherical Harmonics  Vr  
Joint sparse matrix regression and nonnegative spectral analysis for two-dimensional unsupervised feature selection Journal article
Pattern Recognition, 2019,Volume: 89,Page: 119-133
Authors:  Yuan H.;  Li J.;  Lai L.L.;  Tang Y.Y.
Favorite |  | TC[WOS]:22 TC[Scopus]:21 | Submit date:2019/02/11
Nonnegative Spectral Analysis  Sparse Matrix Regression  Two-dimensional Feature Selection  Unsupervised Learning  
Secure and Verifiable Outsourcing of Large-scale Nonnegative Matrix Factorization (NMF) Journal article
IEEE Transactions on Services Computing, 2019,Volume: 14,Issue: 6,Page: 1940-1953
Authors:  Jia Duan;  Jiantao Zhou;  Yuanman Li
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A splitting preconditioner for Toeplitz-like linear systems arising from fractional diffusion equations Journal article
SIAM Journal on Matrix Analysis and Applications, 2017,Volume: 38,Issue: 4,Page: 1580-1614
Authors:  Lin,Xue Lei;  Ng,Michael K.;  Sun,Hai Wei
Adobe PDF | Favorite |  | TC[WOS]:38 TC[Scopus]:40 | Submit date:2019/05/27
Diagonal-times-toeplitz Matrices  Preconditioners  Space-fractional Diffusion Equations Krylov Subspace Methods  Variable Coecients  
Distributed user-centric scheduling for visible light communication networks Journal article
Optics Express, 2016,Volume: 24,Issue: 14,Page: 15570-15589
Authors:  LINGJIAO CHEN;  JIAHENG WANG;  JIANTAO ZHOU;  DERRICK WING KWAN NG.;  ROBERT SCHOBER;  CHUNMING ZHAO
Adobe PDF | Favorite |  | TC[WOS]:13 TC[Scopus]:14 | Submit date:2018/12/22