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 ◽

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CPCT-LRTDTV: cerebral perfusion CT image restoration via a low rank tensor decomposition with total variation regularization

Medical Imaging 2018: Physics of Medical Imaging ◽

10.1117/12.2293964 ◽

2018 ◽

Author(s):

Jianhua Ma ◽

Dong Zeng ◽

Jiangjun Peng ◽

Yao Wang ◽

Deyu Meng

Keyword(s):

Image Restoration ◽

Total Variation ◽

Cerebral Perfusion ◽

Tensor Decomposition ◽

Perfusion Ct ◽

Low Rank ◽

Total Variation Regularization ◽

Ct Image ◽

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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 ◽

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Spatial–Spectral Total Variation Regularized Low-Rank Tensor Decomposition for Hyperspectral Image Denoising

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2018.2833473 ◽

2018 ◽

Vol 56 (10) ◽

pp. 6196-6213 ◽

Author(s):

Haiyan Fan ◽

Chang Li ◽

Yulan Guo ◽

Gangyao Kuang ◽

Jiayi Ma

Keyword(s):

Image Denoising ◽

Total Variation ◽

Hyperspectral Image ◽

Tensor Decomposition ◽

Low Rank ◽

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Hyperspectral Image Denoising With Total Variation Regularization and Nonlocal Low-Rank Tensor Decomposition

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2019.2947333 ◽

2020 ◽

Vol 58 (5) ◽

pp. 3071-3084 ◽

Author(s):

Hongyan Zhang ◽

Lu Liu ◽

Wei He ◽

Liangpei Zhang

Keyword(s):

Image Denoising ◽

Total Variation ◽

Hyperspectral Image ◽

Tensor Decomposition ◽

Low Rank ◽

Total Variation Regularization ◽

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

IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss.2019.8897967 ◽

2019 ◽

Author(s):

Yong Chen ◽

Wei He ◽

Naoto Yokoya ◽

Ting-Zhu Huang

Keyword(s):

Image Restoration ◽

Hyperspectral Image ◽

Tensor Decomposition ◽

Low Rank ◽

Group Sparsity ◽

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Hyperspectral Image Restoration via Global L₁₋₂ Spatial-Spectral Total Variation Regularized Local Low-Rank Tensor Recovery

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2020.3007945 ◽

2020 ◽

pp. 1-17

Author(s):

Haijin Zeng ◽

Xiaozhen Xie ◽

Haojie Cui ◽

Hanping Yin ◽

Jifeng Ning

Keyword(s):

Image Restoration ◽

Total Variation ◽

Hyperspectral Image ◽

Low Rank ◽

Rank Tensor ◽

Tensor Recovery

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Total Variation Regularized Low-Rank Tensor Decomposition with nonlocal for single image denoising

10.1109/rcar52367.2021.9517668 ◽

2021 ◽

Author(s):

Shengchuan Li ◽

Yanmei Wang ◽

Qiong Luo ◽

Kai Wang ◽

Zhi Han ◽

...

Keyword(s):

Image Denoising ◽

Total Variation ◽

Tensor Decomposition ◽

Low Rank ◽

Single Image ◽

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Hyperspectral image restoration by subspace representation with low-rank constraint and spatial-spectral total variation

IET Image Processing ◽

10.1049/iet-ipr.2019.0803 ◽

2020 ◽

Vol 14 (2) ◽

pp. 220-230

Author(s):

Jun Ye ◽

Xian Zhang

Keyword(s):

Image Restoration ◽

Total Variation ◽

Hyperspectral Image ◽

Low Rank ◽

Rank Constraint

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A Low-Rank Tensor Decomposition Based Hyperspectral Image Compression Algorithm

Lecture Notes in Computer Science - Advances in Multimedia Information Processing - PCM 2016 ◽

10.1007/978-3-319-48890-5_14 ◽

2016 ◽

pp. 141-149 ◽

Author(s):

Mengfei Zhang ◽

Bo Du ◽

Lefei Zhang ◽

Xuelong Li

Keyword(s):

Image Compression ◽

Hyperspectral Image ◽

Tensor Decomposition ◽

Compression Algorithm ◽

Low Rank ◽

Rank Tensor ◽

Hyperspectral Image Compression ◽

Image Compression Algorithm

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Spatial–Spectral-Graph-Regularized Low-Rank Tensor Decomposition for Multispectral and Hyperspectral Image Fusion

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

10.1109/jstars.2017.2785411 ◽

2018 ◽

Vol 11 (4) ◽

pp. 1030-1040 ◽

Author(s):

Kai Zhang ◽

Min Wang ◽

Shuyuan Yang ◽

Licheng Jiao

Keyword(s):

Image Fusion ◽

Hyperspectral Image ◽

Tensor Decomposition ◽

Low Rank ◽

Spectral Graph ◽

Rank Tensor ◽

Hyperspectral Image Fusion

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