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L0 Gradient Regularized Low-Rank Tensor Model for Hyperspectral Image Denoising
2019 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS)
◽
10.1109/whispers.2019.8920965
◽
2019
◽
Cited By ~ 1
Author(s):
Minghua Wang
◽
Qiang Wang
◽
Jocelyn Chanussot
Keyword(s):
Image Denoising
◽
Hyperspectral Image
◽
Low Rank
◽
Tensor Model
◽
Rank Tensor
Download Full-text
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References
A Low-Rank Tensor Model for Hyperspectral Image Sparse Noise Removal
IEEE Access
◽
10.1109/access.2018.2876038
◽
2018
◽
Vol 6
◽
pp. 62120-62127
◽
Cited By ~ 2
Author(s):
Lizhen Deng
◽
Hu Zhu
◽
Yujie Li
◽
Zhen Yang
Keyword(s):
Hyperspectral Image
◽
Noise Removal
◽
Low Rank
◽
Tensor Model
◽
Rank Tensor
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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
◽
Cited By ~ 31
Author(s):
Haiyan Fan
◽
Chang Li
◽
Yulan Guo
◽
Gangyao Kuang
◽
Jiayi Ma
Keyword(s):
Image Denoising
◽
Total Variation
◽
Hyperspectral Image
◽
Tensor Decomposition
◽
Low Rank
◽
Rank Tensor
Download Full-text
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
◽
Cited By ~ 4
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
◽
Rank Tensor
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
A Low-Rank Tensor Dictionary Learning Method for Hyperspectral Image Denoising
IEEE Transactions on Signal Processing
◽
10.1109/tsp.2020.2971441
◽
2020
◽
Vol 68
◽
pp. 1168-1180
◽
Cited By ~ 3
Author(s):
Xiao Gong
◽
Wei Chen
◽
Jie Chen
Keyword(s):
Image Denoising
◽
Dictionary Learning
◽
Hyperspectral Image
◽
Low Rank
◽
Learning Method
◽
Rank Tensor
Download Full-text
Hyperspectral Image Denoising With Group Sparse and Low-Rank Tensor Decomposition
IEEE Access
◽
10.1109/access.2017.2778947
◽
2018
◽
Vol 6
◽
pp. 1380-1390
◽
Cited By ~ 17
Author(s):
Zhihong Huang
◽
Shutao Li
◽
Leyuan Fang
◽
Huali Li
◽
Jon Atli Benediktsson
Keyword(s):
Image Denoising
◽
Hyperspectral Image
◽
Tensor Decomposition
◽
Low Rank
◽
Rank Tensor
Download Full-text
Hyperspectral image denoising using the robust low-rank tensor recovery
Journal of the Optical Society of America A
◽
10.1364/josaa.32.001604
◽
2015
◽
Vol 32
(9)
◽
pp. 1604
◽
Cited By ~ 47
Author(s):
Chang Li
◽
Yong Ma
◽
Jun Huang
◽
Xiaoguang Mei
◽
Jiayi Ma
Keyword(s):
Image Denoising
◽
Hyperspectral Image
◽
Low Rank
◽
Rank Tensor
◽
Tensor Recovery
Download Full-text
Hyperspectral Image Denoising via Sparse Representation and Low-Rank Constraint
IEEE Transactions on Geoscience and Remote Sensing
◽
10.1109/tgrs.2014.2321557
◽
2015
◽
Vol 53
(1)
◽
pp. 296-308
◽
Cited By ~ 186
Author(s):
Yong-Qiang Zhao
◽
Jingxiang Yang
Keyword(s):
Sparse Representation
◽
Image Denoising
◽
Hyperspectral Image
◽
Low Rank
◽
Rank Constraint
Download Full-text
Hyperspectral image denoising based on global and non-local low-rank factorizations
2017 IEEE International Conference on Image Processing (ICIP)
◽
10.1109/icip.2017.8296612
◽
2017
◽
Cited By ~ 8
Author(s):
Lina Zhuang
◽
Jose M. Bioucas-Dias
Keyword(s):
Image Denoising
◽
Hyperspectral Image
◽
Low Rank
◽
Non Local
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A Hyperspectral Image Denoising Approach via Low-Rank Matrix Recovery and Greedy Bilateral
10.1109/rivf51545.2021.9642145
◽
2021
◽
Author(s):
Anh Tuan Vuong
◽
Van Ha Tang
◽
Long Thanh Ngo
Keyword(s):
Image Denoising
◽
Hyperspectral Image
◽
Low Rank
◽
Matrix Recovery
◽
Rank Matrix
◽
Low Rank Matrix Recovery
◽
Low Rank Matrix
Download Full-text
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