Joint weighted nuclear norm and total variation regularization for hyperspectral image denoising

International Journal of Remote Sensing ◽

10.1080/01431161.2017.1382742 ◽

2017 ◽

Vol 39 (2) ◽

pp. 334-355 ◽

Author(s):

Bo Du ◽

Zhiqiang Huang ◽

Nan Wang ◽

Yuxiang Zhang ◽

Xiuping Jia

Keyword(s):

Image Denoising ◽

Total Variation ◽

Hyperspectral Image ◽

Nuclear Norm ◽

Total Variation Regularization

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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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Hyperspectral Image Denoising Using Adaptive Weight Graph Total Variation Regularization and Low-Rank Matrix Recovery

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2021.3113078 ◽

2021 ◽

pp. 1-5

Author(s):

Wanyuan Cai ◽

Junzheng Jiang ◽

Shan Ouyang

Keyword(s):

Image Denoising ◽

Total Variation ◽

Hyperspectral Image ◽

Low Rank ◽

Total Variation Regularization ◽

Matrix Recovery ◽

Rank Matrix ◽

Adaptive Weight ◽

Low Rank Matrix Recovery ◽

Low Rank Matrix

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Thermal Hyperspectral Image Denoising Using Total Variation Based on Bidirectional Estimation and Brightness Temperature Smoothing

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2021.3066627 ◽

2021 ◽

pp. 1-5

Author(s):

Xinyuan Miao ◽

Ye Zhang ◽

Junping Zhang

Keyword(s):

Brightness Temperature ◽

Image Denoising ◽

Total Variation ◽

Hyperspectral Image

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Robust low-rank tensor completion via transformed tensor nuclear norm with total variation regularization

Neurocomputing ◽

10.1016/j.neucom.2020.12.110 ◽

2021 ◽

Vol 435 ◽

pp. 197-215

Author(s):

Duo Qiu ◽

Minru Bai ◽

Michael K. Ng ◽

Xiongjun Zhang

Keyword(s):

Total Variation ◽

Nuclear Norm ◽

Low Rank ◽

Total Variation Regularization ◽

Tensor Completion ◽

Rank Tensor ◽

Tensor Nuclear Norm

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Hyperspectral Anomaly Detection Based on Tensor Truncated Nuclear Norm and Linear Total Variation Regularization

10.1007/978-3-030-87358-5_20 ◽

2021 ◽

pp. 250-261

Author(s):

Xiangbo Wang ◽

Zebin Wu ◽

Yang Xu ◽

Zhihui Wei ◽

Lei Xia

Keyword(s):

Anomaly Detection ◽

Total Variation ◽

Nuclear Norm ◽

Total Variation Regularization ◽

Truncated Nuclear Norm

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Bilateral filter based total variation regularization for sparse hyperspectral image unmixing

Information Sciences ◽

10.1016/j.ins.2019.07.063 ◽

2019 ◽

Vol 504 ◽

pp. 334-353 ◽

Author(s):

Xiao Li ◽

Jie Huang ◽

Liang-Jian Deng ◽

Ting-Zhu Huang

Keyword(s):

Total Variation ◽

Hyperspectral Image ◽

Bilateral Filter ◽

Total Variation Regularization

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A simple primal-dual algorithm for nuclear norm and total variation regularization

Neurocomputing ◽

10.1016/j.neucom.2017.12.056 ◽

2018 ◽

Vol 289 ◽

pp. 1-12 ◽

Author(s):

Zhibin Zhu ◽

Jiawen Yao ◽

Zheng Xu ◽

Junzhou Huang ◽

Benxin Zhang

Keyword(s):

Total Variation ◽

Nuclear Norm ◽

Total Variation Regularization ◽

Dual Algorithm ◽

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Total variation-regularized weighted nuclear norm minimization for hyperspectral image mixed denoising

Journal of Electronic Imaging ◽

10.1117/1.jei.25.1.013037 ◽

2016 ◽

Vol 25 (1) ◽

pp. 013037 ◽

Author(s):

Zhaojun Wu ◽

Qiang Wang ◽

Zhenghua Wu ◽

Yi Shen

Keyword(s):

Total Variation ◽

Hyperspectral Image ◽

Nuclear Norm ◽

Nuclear Norm Minimization ◽

Norm Minimization ◽

Weighted Nuclear Norm Minimization

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Four-directional fractional-order total variation regularization for image denoising

Journal of Electronic Imaging ◽

10.1117/1.jei.26.5.053003 ◽

2017 ◽

Vol 26 (05) ◽

pp. 1 ◽

Author(s):

Linna Wu ◽

Yingpin Chen ◽

Jiaquan Jin ◽

Hongwei Du ◽

Bensheng Qiu

Keyword(s):

Image Denoising ◽

Total Variation ◽

Fractional Order ◽

Total Variation Regularization

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A Comparative Analysis of Total Variation and Least Square Based Hyperspectral Image Denoising Methods

2018 International Conference on Communication and Signal Processing (ICCSP) ◽

10.1109/iccsp.2018.8524265 ◽

2018 ◽

Author(s):

Naveen Varghese Jacob ◽

V Sowmya ◽

K P Soman

Keyword(s):

Comparative Analysis ◽

Image Denoising ◽

Total Variation ◽

Hyperspectral Image ◽

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