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Hyperspectral image compressive reconstruction with low-rank tensor constraint
Journal of Electronic Imaging
◽
10.1117/1.jei.29.2.023009
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2020
◽
Vol 29
(02)
◽
pp. 1
◽
Cited By ~ 1
Author(s):
Yangyang Li
◽
Jianping Zhang
◽
Guiling Sun
◽
Shijie Wang
Keyword(s):
Hyperspectral Image
◽
Low Rank
◽
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
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2018
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Vol 6
◽
pp. 62120-62127
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Author(s):
Lizhen Deng
◽
Hu Zhu
◽
Yujie Li
◽
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Keyword(s):
Hyperspectral Image
◽
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◽
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Tensor Model
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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
◽
Bo Du
◽
Lefei Zhang
◽
Xuelong Li
Keyword(s):
Image Compression
◽
Hyperspectral Image
◽
Tensor Decomposition
◽
Compression Algorithm
◽
Low Rank
◽
Rank Tensor
◽
Hyperspectral Image Compression
◽
Image Compression Algorithm
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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
(4)
◽
pp. 1030-1040
◽
Cited By ~ 31
Author(s):
Kai Zhang
◽
Min Wang
◽
Shuyuan Yang
◽
Licheng Jiao
Keyword(s):
Image Fusion
◽
Hyperspectral Image
◽
Tensor Decomposition
◽
Low Rank
◽
Spectral Graph
◽
Rank Tensor
◽
Hyperspectral Image Fusion
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Hyperspectral Image Restoration Using Weighted Group Sparsity-Regularized Low-Rank Tensor Decomposition
IEEE Transactions on Cybernetics
◽
10.1109/tcyb.2019.2936042
◽
2020
◽
Vol 50
(8)
◽
pp. 3556-3570
◽
Cited By ~ 9
Author(s):
Yong Chen
◽
Wei He
◽
Naoto Yokoya
◽
Ting-Zhu Huang
Keyword(s):
Image Restoration
◽
Hyperspectral Image
◽
Tensor Decomposition
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Low Rank
◽
Group Sparsity
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Rank Tensor
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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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2017
◽
Vol 10
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◽
pp. 4589-4604
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Cited By ~ 44
Author(s):
Haiyan Fan
◽
Yunjin Chen
◽
Yulan Guo
◽
Hongyan Zhang
◽
Gangyao Kuang
Keyword(s):
Image Restoration
◽
Hyperspectral Image
◽
Low Rank
◽
Rank Tensor
◽
Tensor Recovery
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Double-Factor-Regularized Low-Rank Tensor Factorization for Mixed Noise Removal in Hyperspectral Image
IEEE Transactions on Geoscience and Remote Sensing
◽
10.1109/tgrs.2020.2987954
◽
2020
◽
Vol 58
(12)
◽
pp. 8450-8464
◽
Cited By ~ 2
Author(s):
Yu-Bang Zheng
◽
Ting-Zhu Huang
◽
Xi-Le Zhao
◽
Yong Chen
◽
Wei He
Keyword(s):
Hyperspectral Image
◽
Noise Removal
◽
Low Rank
◽
Tensor Factorization
◽
Rank Tensor
◽
Mixed Noise
◽
Mixed Noise Removal
Download Full-text
Weighted Low-Rank Tensor Recovery for Hyperspectral Image Restoration
IEEE Transactions on Cybernetics
◽
10.1109/tcyb.2020.2983102
◽
2020
◽
Vol 50
(11)
◽
pp. 4558-4572
Author(s):
Yi Chang
◽
Luxin Yan
◽
Xi-Le Zhao
◽
Houzhang Fang
◽
Zhijun Zhang
◽
...
Keyword(s):
Image Restoration
◽
Hyperspectral Image
◽
Low Rank
◽
Rank Tensor
◽
Tensor Recovery
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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
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Tensor Decomposition
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Low Rank
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Rank Tensor
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Hyperspectral Image Restoration via Subspace-Based Nonlocal Low-Rank Tensor Approximation
IEEE Geoscience and Remote Sensing Letters
◽
10.1109/lgrs.2022.3141801
◽
2022
◽
pp. 1-1
Author(s):
Yanhong Yang
◽
Yuan Feng
◽
Jianhua Zhang
◽
Shengyong Chen
Keyword(s):
Image Restoration
◽
Hyperspectral Image
◽
Low Rank
◽
Rank Tensor
◽
Tensor Approximation
Download Full-text
Hyperspectral Image Super-Resolution via Nonlocal Low-Rank Tensor Approximation and Total Variation Regularization
Remote Sensing
◽
10.3390/rs9121286
◽
2017
◽
Vol 9
(12)
◽
pp. 1286
◽
Cited By ~ 14
Author(s):
Yao Wang
◽
Xi’ai Chen
◽
Zhi Han
◽
Shiying He
Keyword(s):
Total Variation
◽
Hyperspectral Image
◽
Super Resolution
◽
Low Rank
◽
Total Variation Regularization
◽
Rank Tensor
◽
Tensor Approximation
◽
Image Super Resolution
Download Full-text
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