SIA OpenIR

Browse/Search Results:  1-10 of 13 Help

Filters                
Selected(0)Clear Items/Page:    Sort:
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)  |  Favorite  |  View/Download:38/2  |  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)
View  |  Adobe PDF(1882Kb)  |  Favorite  |  View/Download:61/11  |  Submit date:2018/07/31
Degrees of freedom  low-rank matrix estimate  multivariate linear regression  multivariate quantile regression (QR)  
基于统计分析的视频去噪与表达建模 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2018
Authors:  沈贵萍
Adobe PDF(14089Kb)  |  Favorite  |  View/Download:60/14  |  Submit date:2018/12/16
噪声建模  前景建模  低秩分解  稀疏表达  主动轨迹  
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)  |  Favorite  |  View/Download:141/30  |  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  
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)
View  |  Adobe PDF(2500Kb)  |  Favorite  |  View/Download:57/4  |  Submit date:2018/06/17
Hyperspectral Image (Hsi)  Low-rank Tensor Decomposition  Mixed Noise  Total Variation (Tv)  
Color Image Denoising Based on Low-Rank Tensor Train 会议论文
2018 10th International Conference on Graphics and Image Processing (ICGIP 2018), Chengdu, China, December 12-14, 2018
Authors:  Zhang Y(张杨);  Han Z(韩志);  Tang YD(唐延东)
View  |  Adobe PDF(1153Kb)  |  Favorite  |  View/Download:60/15  |  Submit date:2018/12/27
Image denoising  low rank  tensor train  tensor networks  color image  
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
View  |  Adobe PDF(1871Kb)  |  Favorite  |  View/Download:37/7  |  Submit date:2018/11/09
High-dimensional Data  Sparsity  Compressive Sensing  Low-rank Matrix Recovery  Tensors  
Hyperspectral image super-resolution via nonlocal low-rank tensor approximation and total variation regularization 期刊论文
Remote Sensing, 2017, 卷号: 9, 期号: 12, 页码: 1-16
Authors:  Wang Y(王尧);  Chen XA(陈希爱);  Han Z(韩志);  He, Shiying
View  |  Adobe PDF(2475Kb)  |  Favorite  |  View/Download:229/19  |  Submit date:2018/01/06
Hyperspectral Image Super-resolution  Low-rank Tensor Approximation  Nonlocal Self-similarity  Folded-concave Regularization  Total Variation  Admm  
Super-resolution reconstruction of hyperspectral images via low rank tensor modeling and total variation regularization 会议论文
2016 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2016, Beijing, China, July 10-15, 2016
Authors:  He, Shiying;  Zhou, Haiwei;  Wang Y(王尧);  Cao, Wenfei;  Han Z(韩志)
View  |  Adobe PDF(1118Kb)  |  Favorite  |  View/Download:126/19  |  Submit date:2017/01/14
Hyperspectral Images  Super-resolution Reconstruction  Nuclear Norm  Folded-concave Penalty  3d Totalvariation  
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)
View  |  Adobe PDF(2764Kb)  |  Favorite  |  View/Download:379/38  |  Submit date:2016/03/28
Low-rank Decomposition  Nonconvex Relaxation  Quadratic Penalized  Batch Image Alignment  Sparse Or nonSparse Noise