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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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 recovery employing a multidimensional nonlocal total variation model

Signal Processing ◽

10.1016/j.sigpro.2014.12.023 ◽

2015 ◽

Vol 111 ◽

pp. 230-248 ◽

Author(s):

Jie Li ◽

Qiangqiang Yuan ◽

Huanfeng Shen ◽

Liangpei Zhang

Keyword(s):

Total Variation ◽

Hyperspectral Image ◽

Image Recovery ◽

Total Variation Model ◽

Nonlocal Total Variation ◽

Variation Model

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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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Blind Image Restoration Algorithm Based on l0 Total-variation Model

2018 14th IEEE International Conference on Signal Processing (ICSP) ◽

10.1109/icsp.2018.8652414 ◽

2018 ◽

Author(s):

Su Xiao

Keyword(s):

Image Restoration ◽

Total Variation ◽

Blind Image Restoration ◽

Total Variation Model ◽

Restoration Algorithm ◽

Blind Image ◽

Variation Model

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Research on Spatially Adaptive High-Order Total Variation Model for Weak Fluorescence Image Restoration

Journal of Shanghai Jiaotong University (Science) ◽

10.1007/s12204-018-2016-8 ◽

2018 ◽

Vol 23 (S1) ◽

pp. 1-7

Author(s):

Jin Ma ◽

Teng Xue ◽

Quanquan Shao ◽

Jie Hu ◽

Weiming Wang

Keyword(s):

Image Restoration ◽

Total Variation ◽

Fluorescence Image ◽

Spatially Adaptive ◽

Total Variation Model ◽

Variation Model

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A spatially adaptive hybrid total variation model for image restoration under Gaussian plus impulse noise

Applied Mathematics and Computation ◽

10.1016/j.amc.2021.126862 ◽

2022 ◽

Vol 419 ◽

pp. 126862

Author(s):

Rong Li ◽

Bing Zheng

Keyword(s):

Image Restoration ◽

Total Variation ◽

Impulse Noise ◽

Spatially Adaptive ◽

Total Variation Model ◽

Variation Model

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Image Restoration Based on Degradation Conversion and Seperable Total Variation Model

Acta Optica Sinica ◽

10.3788/aos201434.1011002 ◽

2014 ◽

Vol 34 (10) ◽

pp. 1011002

Author(s):

王斌 Wang Bin ◽

胡辽林 Hu Liaolin ◽

薛瑞洋 Xue Ruiyang

Keyword(s):

Image Restoration ◽

Total Variation ◽

Total Variation Model ◽

Variation Model

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The research on image restoration algorithm based on improved total variation model

Proceedings 2013 International Conference on Mechatronic Sciences, Electric Engineering and Computer (MEC) ◽

10.1109/mec.2013.6885199 ◽

2013 ◽

Author(s):

Zhao Chunxi

Keyword(s):

Image Restoration ◽

Total Variation ◽

Total Variation Model ◽

Restoration Algorithm ◽

Variation Model

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