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Deep plug-and-play prior for low-rank tensor completion 期刊论文
Neurocomputing, 2020, 卷号: 400, 页码: 137-149
Authors:  Zhao XL(赵熙乐);  Xu, Wen-Hao;  Jiang TX(蒋太翔);  Wang Y(王尧);  Ng, Michael K.
Adobe PDF(6634Kb)  |  Favorite  |  View/Download:96/11  |  Submit date:2020/04/11
Tensor completion  Tensor nuclear norm  Denoising neural network  Alternating direction method of multipliers  Plug-and-play framework  
Compressive subspace learning based wideband spectrum sensing for multiantenna cognitive radio 期刊论文
IEEE Transactions on Vehicular Technology, 2019, 卷号: 68, 期号: 7, 页码: 6636-6648
Authors:  Gong TR(宫铁瑞);  Yang ZJ(杨志家);  Zheng M(郑萌)
Adobe PDF(2192Kb)  |  Favorite  |  View/Download:172/30  |  Submit date:2019/08/04
Wideband spectrum sensing  compressive subspace learning  sub-Nyquist sampling  multiantenna, cognitive radio  
Hyperspectral Image Restoration Via Total Variation Regularized Low-Rank Tensor Decomposition 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2018, 卷号: 11, 期号: 4, 页码: 1227-1243
Authors:  Wang Y(王尧);  Peng, Jiangjun;  Zhao Q(赵谦);  Leung, Yee;  Zhao XL(赵熙乐);  Meng DY(孟德宇)
Adobe PDF(2500Kb)  |  Favorite  |  View/Download:113/9  |  Submit date:2018/06/17
Hyperspectral Image (Hsi)  Low-rank Tensor Decomposition  Mixed Noise  Total Variation (Tv)  
Single-Pixel Color Imaging Method with a Compressive Sensing Measurement Matrix 期刊论文
APPLIED SCIENCES-BASEL, 2018, 卷号: 8, 期号: 8, 页码: 1-13
Authors:  Jia T(贾同);  Chen, Dongyue;  Wang J(王骥);  Xu, Dong
Adobe PDF(1839Kb)  |  Favorite  |  View/Download:60/8  |  Submit date:2018/09/30
single imaging system  compressive sensing  measurement matrix  
A Generalized Model for Robust Tensor Factorization With Noise Modeling by Mixture of Gaussians 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2018, 卷号: 29, 期号: 11, 页码: 5380-5393
Authors:  Chen XA(陈希爱);  Han Z(韩志);  Wang Y(王尧);  Zhao Q(赵谦);  Meng DY(孟德宇);  Lin, Lin;  Tang YD(唐延东)
Adobe PDF(3176Kb)  |  Favorite  |  View/Download:374/86  |  Submit date:2018/03/25
Expectation–maximization (Em) Algorithm  Generalized Weighted Low-rank Tensor Factorization (Gwlrtf)  Mixture Of Gaussians (Mog) Model  Tensor Factorization