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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Hyperspectral Image Restoration via Local Low-Rank Matrix Recovery and Moreau-Enhanced Total Variation

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2019.2937625 ◽

2020 ◽

Vol 17 (6) ◽

pp. 1037-1041 ◽

Author(s):

Yanhong Yang ◽

Jianwei Zheng ◽

Shengyong Chen ◽

Meiyu Zhang

Keyword(s):

Image Restoration ◽

Total Variation ◽

Hyperspectral Image ◽

Low Rank ◽

Matrix Recovery ◽

Rank Matrix ◽

Low Rank Matrix Recovery ◽

Low Rank Matrix

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Constrainted Subspace Low-Rank Representation with Spatial-Spectral Total Variation for Hyperspectral Image Restoration

Intelligence Science and Big Data Engineering. Visual Data Engineering - Lecture Notes in Computer Science ◽

10.1007/978-3-030-36189-1_4 ◽

2019 ◽

pp. 46-57

Author(s):

Jun Ye ◽

Xian Zhang

Keyword(s):

Image Restoration ◽

Total Variation ◽

Hyperspectral Image ◽

Low Rank ◽

Low Rank Representation

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Total-Variation-Regularized Low-Rank Matrix Factorization for Hyperspectral Image Restoration

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2015.2452812 ◽

2016 ◽

Vol 54 (1) ◽

pp. 178-188 ◽

Author(s):

Wei He ◽

Hongyan Zhang ◽

Liangpei Zhang ◽

Huanfeng Shen

Keyword(s):

Image Restoration ◽

Total Variation ◽

Matrix Factorization ◽

Hyperspectral Image ◽

Low Rank ◽

Rank Matrix ◽

Low Rank Matrix

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Hyperspectral Image Restoration Based on Low-Rank Recovery With a Local Neighborhood Weighted Spectral–Spatial Total Variation Model

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2018.2866439 ◽

2019 ◽

Vol 57 (3) ◽

pp. 1409-1422 ◽

Author(s):

Hongyi Liu ◽

Peipei Sun ◽

Qian Du ◽

Zebin Wu ◽

Zhihui Wei

Keyword(s):

Image Restoration ◽

Total Variation ◽

Hyperspectral Image ◽

Low Rank ◽

Local Neighborhood ◽

Total Variation Model ◽

Variation Model

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Tensor Low-Rank Constraint and $l_0$ Total Variation for Hyperspectral Image Mixed Noise Removal

IEEE Journal of Selected Topics in Signal Processing ◽

10.1109/jstsp.2021.3058503 ◽

2021 ◽

Vol 15 (3) ◽

pp. 718-733

Author(s):

Minghua Wang ◽

Qiang Wang ◽

Jocelyn Chanussot

Keyword(s):

Total Variation ◽

Hyperspectral Image ◽

Noise Removal ◽

Low Rank ◽

Rank Constraint ◽

Mixed Noise ◽

Mixed Noise Removal

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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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Hyperspectral Image Restoration via Global Total Variation Regularized Local Nonconvex Low-Rank Matrix Approximation

IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss39084.2020.9323403 ◽

2020 ◽

Author(s):

Haijin Zeng ◽

Xiaozhen Xie ◽

Jifeng Ning

Keyword(s):

Image Restoration ◽

Total Variation ◽

Hyperspectral Image ◽

Low Rank ◽

Matrix Approximation ◽

Rank Matrix ◽

Low Rank Matrix ◽

Low Rank Matrix Approximation

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Low rank constraint and spatial spectral total variation for hyperspectral image mixed denoising

Signal Processing ◽

10.1016/j.sigpro.2017.06.012 ◽

2018 ◽

Vol 142 ◽

pp. 11-26 ◽

Author(s):

Qiang Wang ◽

Zhaojun Wu ◽

Jing Jin ◽

Tiancheng Wang ◽

Yi Shen

Keyword(s):

Total Variation ◽

Hyperspectral Image ◽

Low Rank ◽

Rank Constraint

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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 Model with Directional Information for Hyperspectral Image Restoration

IEEE Access ◽

10.1109/access.2021.3087916 ◽

2021 ◽

pp. 1-1

Author(s):

Xuan Fei ◽

Jianyu Miao ◽

Yujuan Zhao ◽

Wei Huang ◽

Renping Yu

Keyword(s):

Image Restoration ◽

Total Variation ◽

Hyperspectral Image ◽

Low Rank ◽

Directional Information

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