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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
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2019
◽
Author(s):
Yong Chen
◽
Wei He
◽
Naoto Yokoya
◽
Ting-Zhu Huang
Keyword(s):
Image Restoration
◽
Hyperspectral Image
◽
Tensor Decomposition
◽
Low Rank
◽
Group Sparsity
◽
Rank Tensor
Download Full-text
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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
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◽
Vol 11
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◽
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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
◽
Cited By ~ 2
Author(s):
Mengfei Zhang
◽
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◽
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◽
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Keyword(s):
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Hyperspectral Image
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Compression Algorithm
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Low Rank
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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
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◽
pp. 1030-1040
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Author(s):
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Shuyuan Yang
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Keyword(s):
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Hyperspectral Image
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Tensor Decomposition
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Low Rank
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Spectral Graph
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Hyperspectral Image Fusion
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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
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10.1117/12.2293964
◽
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Author(s):
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◽
Dong Zeng
◽
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◽
Yao Wang
◽
Deyu Meng
Keyword(s):
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◽
Total Variation
◽
Cerebral Perfusion
◽
Tensor Decomposition
◽
Perfusion Ct
◽
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Total Variation Regularization
◽
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Hyperspectral Image Restoration Using Low-Rank Tensor Recovery
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
◽
10.1109/jstars.2017.2714338
◽
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◽
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◽
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◽
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◽
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Keyword(s):
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◽
Hyperspectral Image
◽
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◽
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Weighted Low-Rank Tensor Recovery for Hyperspectral Image Restoration
IEEE Transactions on Cybernetics
◽
10.1109/tcyb.2020.2983102
◽
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◽
Vol 50
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◽
pp. 4558-4572
Author(s):
Yi Chang
◽
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◽
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◽
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◽
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◽
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◽
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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
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◽
pp. 6196-6213
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Cited By ~ 31
Author(s):
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◽
Chang Li
◽
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◽
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Hyperspectral Image Restoration via Subspace-Based Nonlocal Low-Rank Tensor Approximation
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◽
10.1109/lgrs.2022.3141801
◽
2022
◽
pp. 1-1
Author(s):
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◽
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◽
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◽
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Hyperspectral Image Denoising With Total Variation Regularization and Nonlocal Low-Rank Tensor Decomposition
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Hyperspectral Image
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Tensor Decomposition
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Low Rank
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Total Variation Regularization
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