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中国科学院沈阳自动化研究所机构知识库
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机器人学研究室 [8]
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陈希爱 [2]
韩志 [2]
唐延东 [1]
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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)
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View/Download:98/11
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Submit date:2020/04/11
Tensor completion
Tensor nuclear norm
Denoising neural network
Alternating direction method of multipliers
Plug-and-play framework
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:45/1
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Submit date:2020/12/18
Hyperspectral (HS) image
image fusion
nonlocal tensor decomposition
spatial enhancement
spectral unmixing
基于Tensor Train低秩张量分解的理论算法研究
学位论文
硕士, 沈阳: 中国科学院沈阳自动化研究所, 2019
Authors:
张杨
Adobe PDF(4660Kb)
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View/Download:248/13
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Submit date:2019/07/14
TT分解
图像去噪
张量补全
逐点加权
张量鲁棒主成分分析
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)
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View/Download:104/21
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Submit date:2018/07/31
Degrees of freedom
low-rank matrix estimate
multivariate linear regression
multivariate quantile regression (QR)
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)
Adobe PDF(471Kb)
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View/Download:79/19
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Submit date:2019/02/24
Grouped variable selection
High-dimensional linear models
Folded concave penalty
Local linear approximation
Oracle estimator
图像视频低秩张量表达及恢复算法研究
学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2018
Authors:
陈希爱
Adobe PDF(33552Kb)
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View/Download:216/42
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Submit date:2018/12/16
低秩稀疏分解
低秩张量分解
三维全变分
多高斯拟合
马尔科夫随机场
Nonconvex plus quadratic penalized low-rank and sparse decomposition for noisy image alignment
期刊论文
Science China Information Sciences, 2016, 卷号: 59, 期号: 5, 页码: 1-13
Authors:
Chen XA(陈希爱)
;
Han Z(韩志)
;
Wang Y(王尧)
;
Tang YD(唐延东)
;
Yu HB(于海斌)
Adobe PDF(2764Kb)
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View/Download:422/48
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Submit date:2016/03/28
Low-rank Decomposition
Nonconvex Relaxation
Quadratic Penalized
Batch Image Alignment
Sparse Or nonSparse Noise
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)
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View/Download:207/28
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Submit date:2015/02/04
Tensor Completion
Nuclear Norm
Folded-concave Penalization
Local Linear Approximation
Sparse Learning