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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)
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Hyperspectral (HS) image  image fusion  nonlocal tensor decomposition  spatial enhancement  spectral unmixing  
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：111/11  |  Submit date：2020/04/11
Tensor completion  Tensor nuclear norm  Denoising neural network  Alternating direction method of multipliers  Plug-and-play framework  
基于深度学习的图像质量评估算法研究 学位论文
硕士, 沈阳: 中国科学院沈阳自动化研究所, 2019
Authors:  姚旺
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图像质量评价  深度学习  卷积神经网络  视觉特性  
Unified Low-Rank Matrix Estimate via Penalized Matrix Least Squares Approximation 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2019, 卷号: 30, 期号: 2, 页码: 474-485
Authors:  Chang, Xiangyu;  Zhong, Yan;  Wang Y(王尧);  Lin SB(林绍波)
Adobe PDF(1882Kb)  |  Favorite  |  View/Download：109/21  |  Submit date：2018/07/31
Degrees of freedom  low-rank matrix estimate  multivariate linear regression  multivariate quantile regression (QR)  
Rescaled Boosting in Classification 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2019, 卷号: 30, 期号: 9, 页码: 2598-2610
Authors:  Wang Y(王尧);  Liao, Xu;  Lin SB(林绍波)
Adobe PDF(2681Kb)  |  Favorite  |  View/Download：74/9  |  Submit date：2019/09/15
Boosting  generalization error  numerical convergence rate  resealed boosting (RBoosting)  
High-dimensional grouped folded concave penalized estimation via the LLA algorithm 期刊论文
Journal of the Korean Statistical Society, 2019, 卷号: 48, 期号: 1, 页码: 84-96
Authors:  Guo X(郭骁);  Wang Y(王尧);  Zhang H(张海)
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Grouped variable selection  High-dimensional linear models  Folded concave penalty  Local linear approximation  Oracle estimator  
3D Pose Estimation for Robotic Grasping Using Deep Convolution Neural Network 会议论文
Proceedings of the 2018 IEEE International Conference on Robotics and Biomimetics, Kuala Lumpur, Malaysia, December 12-15, 2018
Authors:  Wang, Yao;  Xu Y(徐颖);  Zhang XH(张晓会)i;  Sun Z(孙振);  Zhang, Yafang;  Song GL(宋国立);  Wang JC(王君臣)
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Sparse recovery: From vectors to tensors 期刊论文
National Science Review, 2018, 卷号: 5, 期号: 5, 页码: 756-767
Authors:  Wang Y(王尧);  Meng DY(孟德宇);  Yuan, Ming
Adobe PDF(1871Kb)  |  Favorite  |  View/Download：98/17  |  Submit date：2018/11/09
High-dimensional Data  Sparsity  Compressive Sensing  Low-rank Matrix Recovery  Tensors  
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)
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Hyperspectral Image (Hsi)  Low-rank Tensor Decomposition  Mixed Noise  Total Variation (Tv)  
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)
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Expectation–maximization (Em) Algorithm  Generalized Weighted Low-rank Tensor Factorization (Gwlrtf)  Mixture Of Gaussians (Mog) Model  Tensor Factorization