Combined deep prior with low-rank tensor SVD for thick cloud removal in multitemporal images
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Title
Combined deep prior with low-rank tensor SVD for thick cloud removal in multitemporal images
Authors
Keywords
Thick cloud removal, Multitemporal images, Spatio-temporal, Low-rank tensor SVD, Deep prior
Journal
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
Volume 177, Issue -, Pages 161-173
Publisher
Elsevier BV
Online
2021-05-24
DOI
10.1016/j.isprsjprs.2021.04.021
References
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- (2019) Wenbo Li et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- A Coarse-to-Fine Framework for Cloud Removal in Remote Sensing Image Sequence
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- (2019) Shi Qiu et al. REMOTE SENSING OF ENVIRONMENT
- Thick Cloud Removal in High-Resolution Satellite Images Using Stepwise Radiometric Adjustment and Residual Correction
- (2019) Zhiwei Li et al. Remote Sensing
- Hybrid Noise Removal in Hyperspectral Imagery With a Spatial–Spectral Gradient Network
- (2019) Qiang Zhang et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Blind cloud and cloud shadow removal of multitemporal images based on total variation regularized low-rank sparsity decomposition
- (2019) Yong Chen et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Tensor Robust Principal Component Analysis with a New Tensor Nuclear Norm
- (2019) Canyi Lu et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
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- Transferring deep learning models for cloud detection between Landsat-8 and Proba-V
- (2019) Gonzalo Mateo-García et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Missing Data Reconstruction in Remote Sensing Image With a Unified Spatial-Temporal-Spectral Deep Convolutional Neural Network
- (2018) Qiang Zhang et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Nonlocal Tensor Completion for Multitemporal Remotely Sensed Images’ Inpainting
- (2018) Teng-YU Ji et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Learning a Dilated Residual Network for SAR Image Despeckling
- (2018) Qiang Zhang et al. Remote Sensing
- Hyperspectral Image Denoising Employing a Spatial-Spectral Deep Residual Convolutional Neural Network
- (2018) Qiangqiang Yuan et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Efficient In-cloud Removal of Aerosols by Deep Convection
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- Spatially and Temporally Weighted Regression: A Novel Method to Produce Continuous Cloud-Free Landsat Imagery
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