A novel non-convex low-rank tensor approximation model for hyperspectral image restoration

Applied Mathematics and Computation ◽

10.1016/j.amc.2021.126342 ◽

2021 ◽

Vol 408 ◽

pp. 126342

Author(s):

Jie Lin ◽

Ting-Zhu Huang ◽

Xi-Le Zhao ◽

Tian-Hui Ma ◽

Tai-Xiang Jiang ◽

...

Keyword(s):

Image Restoration ◽

Hyperspectral Image ◽

Low Rank ◽

Approximation Model ◽

Rank Tensor ◽

Tensor Approximation

Download Full-text

Hyperspectral Image Restoration via Subspace-Based Nonlocal Low-Rank Tensor Approximation

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2022.3141801 ◽

2022 ◽

pp. 1-1

Author(s):

Yanhong Yang ◽

Yuan Feng ◽

Jianhua Zhang ◽

Shengyong Chen

Keyword(s):

Image Restoration ◽

Hyperspectral Image ◽

Low Rank ◽

Rank Tensor ◽

Tensor Approximation

Download Full-text

Hyperspectral Image Restoration Using Weighted Group Sparsity-Regularized Low-Rank Tensor Decomposition

IEEE Transactions on Cybernetics ◽

10.1109/tcyb.2019.2936042 ◽

2020 ◽

Vol 50 (8) ◽

pp. 3556-3570 ◽

Author(s):

Yong Chen ◽

Wei He ◽

Naoto Yokoya ◽

Ting-Zhu Huang

Keyword(s):

Image Restoration ◽

Hyperspectral Image ◽

Tensor Decomposition ◽

Low Rank ◽

Group Sparsity ◽

Download Full-text

Hyperspectral Image Restoration Using Low-Rank Tensor Recovery

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing ◽

10.1109/jstars.2017.2714338 ◽

2017 ◽

Vol 10 (10) ◽

pp. 4589-4604 ◽

Author(s):

Haiyan Fan ◽

Yunjin Chen ◽

Yulan Guo ◽

Hongyan Zhang ◽

Gangyao Kuang

Keyword(s):

Image Restoration ◽

Hyperspectral Image ◽

Low Rank ◽

Rank Tensor ◽

Tensor Recovery

Download Full-text

Weighted Low-Rank Tensor Recovery for Hyperspectral Image Restoration

IEEE Transactions on Cybernetics ◽

10.1109/tcyb.2020.2983102 ◽

2020 ◽

Vol 50 (11) ◽

pp. 4558-4572

Author(s):

Yi Chang ◽

Luxin Yan ◽

Xi-Le Zhao ◽

Houzhang Fang ◽

Zhijun Zhang ◽

...

Keyword(s):

Image Restoration ◽

Hyperspectral Image ◽

Low Rank ◽

Rank Tensor ◽

Tensor Recovery

Download Full-text

Iterative Adaptive Nonconvex Low-Rank Tensor Approximation to Image Restoration Based on ADMM

Journal of Mathematical Imaging and Vision ◽

10.1007/s10851-018-0867-0 ◽

2019 ◽

Vol 61 (5) ◽

pp. 627-642 ◽

Author(s):

Zhengwei Shen ◽

Huitong Sun

Keyword(s):

Image Restoration ◽

Low Rank ◽

Rank Tensor ◽

Tensor Approximation

Download Full-text

Hyperspectral Image Super-Resolution via Nonlocal Low-Rank Tensor Approximation and Total Variation Regularization

Remote Sensing ◽

10.3390/rs9121286 ◽

2017 ◽

Vol 9 (12) ◽

pp. 1286 ◽

Author(s):

Yao Wang ◽

Xi’ai Chen ◽

Zhi Han ◽

Shiying He

Keyword(s):

Total Variation ◽

Hyperspectral Image ◽

Super Resolution ◽

Low Rank ◽

Total Variation Regularization ◽

Rank Tensor ◽

Tensor Approximation ◽

Image Super Resolution

Download Full-text

A patch-based low-rank tensor approximation model for multiframe image denoising

Journal of Computational and Applied Mathematics ◽

10.1016/j.cam.2017.01.022 ◽

2018 ◽

Vol 329 ◽

pp. 125-133 ◽

Author(s):

Ruru Hao ◽

Zhixun Su

Keyword(s):

Image Denoising ◽

Low Rank ◽

Approximation Model ◽

Rank Tensor ◽

Tensor Approximation

Download Full-text

Hyperspectral image denoising via global spatial-spectral total variation regularized nonconvex local low-rank tensor approximation

Signal Processing ◽

10.1016/j.sigpro.2020.107805 ◽

2021 ◽

Vol 178 ◽

pp. 107805

Author(s):

Haijin Zeng ◽

Xiaozhen Xie ◽

Jifeng Ning

Keyword(s):

Image Denoising ◽

Total Variation ◽

Hyperspectral Image ◽

Low Rank ◽

Rank Tensor ◽

Tensor Approximation

Download Full-text

Hyperspectral image restoration via CNN denoiser prior regularized low-rank tensor recovery

Computer Vision and Image Understanding ◽

10.1016/j.cviu.2020.103004 ◽

2020 ◽

Vol 197-198 ◽

pp. 103004

Author(s):

Haijin Zeng ◽

Xiaozhen Xie ◽

Haojie Cui ◽

Yuan Zhao ◽

Jifeng Ning

Keyword(s):

Image Restoration ◽

Hyperspectral Image ◽

Low Rank ◽

Rank Tensor ◽

Tensor Recovery

Download Full-text

Hyperspectral Image Restoration Via Total Variation Regularized Low-Rank Tensor Decomposition

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing ◽

10.1109/jstars.2017.2779539 ◽

2018 ◽

Vol 11 (4) ◽

pp. 1227-1243 ◽

Author(s):

Yao Wang ◽

Jiangjun Peng ◽

Qian Zhao ◽

Yee Leung ◽

Xi-Le Zhao ◽

...

Keyword(s):

Image Restoration ◽

Total Variation ◽

Hyperspectral Image ◽

Tensor Decomposition ◽

Low Rank ◽

Download Full-text