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Learning Through Deterministic Assignment of Hidden Parameters 期刊论文
IEEE Transactions on Cybernetics, 2020, 卷号: 50, 期号: 5, 页码: 2321-2334
Authors:  Fang, Jian;  Lin SB(林绍波);  Xu ZB(徐宗本)
Adobe PDF(881Kb)  |  Favorite  |  View/Download:82/15  |  Submit date:2019/01/13
Bright parameters  hidden parameters  learning rate  neural networks  supervised learning  
Hyperspectral and Multispectral Image Fusion via Nonlocal Low-Rank Tensor Decomposition and Spectral Unmixing 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2020, 卷号: 58, 期号: 11, 页码: 7654-7671
Authors:  Wang, Kaidong;  Wang Y(王尧);  Zhao XL(赵熙乐);  Chan, Jonathan Cheung-Wai;  Xu ZB(徐宗本);  Meng DY(孟德宇)
Adobe PDF(6728Kb)  |  Favorite  |  View/Download:50/1  |  Submit date:2020/12/18
Hyperspectral (HS) image  image fusion  nonlocal tensor decomposition  spatial enhancement  spectral unmixing  
Block-sparse compressed sensing with partially known signal support via non-convex minimisation 期刊论文
IET Signal Processing, 2016, 卷号: 10, 期号: 7, 页码: 717-723
Authors:  He, Shiying;  Wang Y(王尧);  Wang JJ(王建军);  Xu ZB(徐宗本)
Adobe PDF(507Kb)  |  Favorite  |  View/Download:213/67  |  Submit date:2016/09/17
Total Variation Regularized Tensor RPCA for Background Subtraction from Compressive Measurements 期刊论文
IEEE Transactions on Image Processing, 2016, 卷号: 25, 期号: 9, 页码: 4075-4090
Authors:  Cao WF(曹文飞);  Wang Y(王尧);  Sun J(孙剑);  Meng DY(孟德宇);  Yang, Can;  Cichocki, Andrzej;  Xu ZB(徐宗本)
Adobe PDF(7814Kb)  |  Favorite  |  View/Download:266/72  |  Submit date:2016/08/13
Folded-concave penalization approaches to tensor completion 期刊论文
Neurocomputing, 2015, 卷号: 152, 页码: 261-273
Authors:  Cao WF(曹文飞);  Wang Y(王尧);  Yang, Can;  Chang, Xiangyu;  Han Z(韩志);  Xu ZB(徐宗本)
Adobe PDF(11144Kb)  |  Favorite  |  View/Download:222/28  |  Submit date:2015/02/04
Tensor Completion  Nuclear Norm  Folded-concave Penalization  Local Linear Approximation  Sparse Learning  
Video Primal Sketch: A Unified Middle-Level Representation for Video 期刊论文
Journal of Mathematical Imaging and Vision, 2015, 卷号: 53, 期号: 2, 页码: 151-170
Authors:  Han Z(韩志);  Xu ZB(徐宗本);  Zhu SC(朱松纯)
Adobe PDF(6468Kb)  |  Favorite  |  View/Download:304/45  |  Submit date:2015/03/17
Middle-level Vision  Video Representation  Textured Motion  Dynamic Texture Synthesis  Primal Sketch