Title | ||
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Hyperspectral Image Restoration via Local Low-Rank Matrix Recovery and Moreau-Enhanced Total Variation |
Abstract | ||
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In this letter, we present a hyperspectral image (HSI) mixed-noise removal method named Moreau-enhanced total variation (TV) regularized local low-rank matrix recovery (LLRMTV). The rank-fixed matrix recovery is first adopted to separate the low-rank clean HSI patches from the sparse noise. Then, a Moreau-enhanced TV regularized image reconstruction strategy is utilized to ensure the piecewise smo... |
Year | DOI | Venue |
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2020 | 10.1109/LGRS.2019.2937625 | IEEE Geoscience and Remote Sensing Letters |
Keywords | DocType | Volume |
TV,Image restoration,Noise reduction,Hyperspectral imaging,Sparse matrices,Analytical models | Journal | 17 |
Issue | ISSN | Citations |
6 | 1545-598X | 0 |
PageRank | References | Authors |
0.34 | 0 | 4 |
Name | Order | Citations | PageRank |
---|---|---|---|
Yanhong Yang | 1 | 0 | 2.03 |
Jianwei Zheng | 2 | 35 | 10.71 |
Sheng-Yong Chen | 3 | 1077 | 114.06 |
Meiyu Zhang | 4 | 0 | 0.34 |