Spacecraft Recovery & Remote Sensing, Volume. 45, Issue 5, 64(2024)
Hyperspectral Image Destriping Method Based on Nonlocal Low-Rank and Total Variation
[3] J Z XUE, Y Q ZHAO, W Z LIAO et al. Joint Spatial and Spectral Low-Rank Regularization for Hyperspectral Image Denoising. IEEE Transactions on Geoscience and Remote Sensing, 56, 1940-1958(2018).
[4] [4] CHEN J S, SHAO Y, GUO H D, et al. Destriping CMODIS Data by Power Filtering[J]. IEEE Transactions on Geoscience Remote Sensing, 2003, 41(9): 21192124.
[6] [6] CAO B, DU Y M, XU D Q, et al. An Improved Histogram Matching Algithm f the Removal of Striping Noise in Optical Remote Sensing Imagery[J]. Optik International Journal f Light Electron Optics, 2015, 126(23): 47234730.
[7] [7] LIU Z J, WANG C Y, WANG C. Destriping Imaging Spectrometer Data by an Improved Moment Matching Method[J]. Journal of Remote Sensing, 2002, 6(4): 279284.
[8] [8] WANG Y T, ZHAO X L, JIANG T X, et al. A Total Variation Group Sparsity Based Tens Optimization Model f Video Rain Streak Removal[J]. Signal Processing: Image Communication, 2019, 73: 96108.
[9] [9] SHEN H F, ZHANG L P. A MAPbased Algithm f Destriping Inpainting of Remotely Sensed Images[J]. IEEE Transactions on Geoscience Remote Sensing, 2009, 47(5): 14921502.
[11] [11] LIU X X, LU X L, SHEN H F, et al. Stripe Noise Separation Removal in Remote Sensing Images by Consideration of the Global Sparsity Local Variational Properties[J]. IEEE Transactions on Geoscience Remote Sensing, 2016, 54(5): 30493060.
[12] [12] CHANG Y, YAN L X, WU T, et al. Remote Sensing Image Stripe Noise Removal: From Image Decomposition Perspective [J]. IEEE Transactions on Geoscience Remote Sensing, 2016, 54(12): 70187031.
[13] [13] CAO W F, CHANG Y, HAN G D, et al. Destriping Remote Sensing Image via LowRank Approximation Nonlocal Total Variation [J]. IEEE Geoscience Remote Sensing Letters, 2018, 15(6): 848852.
[15] [15] CHEN Y, HUANG T Z, ZHAO X L. Destriping of Multispectral Remote Sensing Image Using LowRank Tens Decomposition[J]. IEEE Journal of ed Topics in Applied Earth Observations Remote Sensing, 2018, 11(12): 49504967.
[16] [16] CHANG Y, YAN L X, ZHAO X L, et al. Weighted LowRank Tens Recovery f Hyperspectral Image Restation[J]. IEEE Transactions on Cyberics, 2020, 50(11): 45584572.
[17] [17] ZHONG Y F, LI W Q, WANG X Y, et al. Satelliteground Integrated Destriping wk: A New Perspective f EO1 Hyperion Chinese Hyperspectral Satellite Datasets[J]. Remote Sensing of Environment, 2020, 237(3): 111416.
[18] [18] WANG J L, HUANG T Z, ZHAO X L, et al. Reweighted Block Sparsity Regularization f Remote Sensing Images Destriping[J]. IEEE Journal of ed Topics in Applied Earth Observations Remote Sensing, 2019, 12(12): 49514963.
[19] [19] DOU H X, HUANG T Z, DENG L J, et al. Directional l0 Sparse Modeling f Image Stripe Noise Removal[J]. Remote Sensing, 2018, 10(3): 361385.
[20] [20] WANG J L, HUANG T Z, MA T H, et al. A Sheared LowRank Model f Oblique Stripe Removal[J]. Applied Mathematics Computation, 2019, 360: 167180.
[21] [21] HUANG Z H, LI S T, FANG L Y, et al. Hyperspectral Image Denoising with Group Sparse LowRank Tens Decomposition[J]. IEEE Access, 2017, 6: 13801390.
[22] [22] WANG Y, PENG J J, ZHAO Q, et al. Hyperspectral Image Restation via Total Variation Regularized LowRank Tens Decomposition[J]. IEEE Journal of ed Topics in Applied Earth Observations Remote Sensing, 2018, 11(4): 12271243.
[24] [24] LIU G C, LIN Z C, YAN S C, et al. Robust Recovery of Subspace Structures by LowRank Representation[J]. IEEE Transactions on Pattern Analysis Machine Intelligence, 2013, 35(1): 171184.
[25] [25] CHANG Y, YAN L X, FANG H Z, et al. Anisotropic SpectralSpatial Total Variation Model f Multispectral Remote Sensing Image Destriping[J]. IEEE Transactions on Image Processing, 2015, 24(6): 18521866.
[26] [26] WANG Z, BOVIK A C. A Universal Image Quality Index[J]. IEEE Signal Processing Letters, 2002, 9(3): 8184.
[27] [27] XIE Y, QU Y Y, TAO D C, et al. Hyperspectral Image Restation via Iteratively Regularized Weighted Schatten PNm Minimization[J]. IEEE Transactions on Geoscience Remote Sensing, 2016, 54(8): 46424659.
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Xiangyang KONG, Jiao ZHANG, Hui WANG, Baogen XU. Hyperspectral Image Destriping Method Based on Nonlocal Low-Rank and Total Variation[J]. Spacecraft Recovery & Remote Sensing, 2024, 45(5): 64
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Received: Oct. 18, 2023
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Published Online: Nov. 13, 2024
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