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中国科学院沈阳自动化研究所机构知识库
Knowledge Management System of Shenyang Institute of Automation, CAS
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机器人学研究室 [9]
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韩志 [4]
唐延东 [3]
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Multilinear Multitask Learning by Rank-Product Regularization
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 4, 页码: 1336-1350
Authors:
Zhao Q(赵谦)
;
Rui, Xiangyu
;
Han Z(韩志)
;
Meng DY(孟德宇)
Adobe PDF(2338Kb)
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View/Download:124/37
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Submit date:2020/05/03
Multilinear
multitask learning (MTL)
rank product
tensor sparsity
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)
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View/Download:39/1
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Submit date:2020/12/18
Hyperspectral (HS) image
image fusion
nonlocal tensor decomposition
spatial enhancement
spectral unmixing
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)
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Submit date:2018/06/17
Hyperspectral Image (Hsi)
Low-rank Tensor Decomposition
Mixed Noise
Total Variation (Tv)
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
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Submit date:2018/11/09
High-dimensional Data
Sparsity
Compressive Sensing
Low-rank Matrix Recovery
Tensors
On Convergence Properties of Implicit Self-paced Objective
期刊论文
Information Sciences, 2018, 卷号: 462, 页码: 132-140
Authors:
Ma, Zilu
;
Liu, Shiqi
;
Meng DY(孟德宇)
;
Zhang, Yong
;
Lo, SioLong
;
Han Z(韩志)
Adobe PDF(398Kb)
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Submit date:2018/07/01
Self-paced Learning
Machine Learning
Non-convex Optimization
Convergence
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)
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View/Download:374/86
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Submit date:2018/03/25
Expectation–maximization (Em) Algorithm
Generalized Weighted Low-rank Tensor Factorization (Gwlrtf)
Mixture Of Gaussians (Mog) Model
Tensor Factorization
Tensor RPCA by Bayesian CP Factorization with Complex Noise
会议论文
2017 IEEE International Conference on Computer Vision (ICCV), Venice, Italy, October 22-29, 2017
Authors:
Luo Q(罗琼)
;
Han Z(韩志)
;
Chen XA(陈希爱)
;
Wang Y(王尧)
;
Meng DY(孟德宇)
;
Liang D(梁栋)
;
Tang YD(唐延东)
Adobe PDF(3578Kb)
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Submit date:2017/12/21
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)
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Submit date:2016/08/13
Robust tensor factorization with unknown noise
会议论文
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, Las Vegas, NV, United states, June 26 - July 1, 2016
Authors:
Chen XA(陈希爱)
;
Han Z(韩志)
;
Wang, Yao
;
Zhao, Qian
;
Meng, Deyu
;
Tang YD(唐延东)
Adobe PDF(3132Kb)
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View/Download:317/38
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Submit date:2016/09/28