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Collection of popular and reproducible works of cloud detection and removal.

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Awesome-Cloud-Detection-and-Removal

Collection of popular and reproducible works of cloud detection and removal.

Cloud Detection

Benchmark dataset

Related Papers

Pub Year Title Code
ICCV 2019 Generative Adversarial Training for Weakly Supervised Cloud Matting Code
IGARSS 2019 Cloud-Net: An End-To-End Cloud Detection Algorithm for Landsat 8 Imagery Code
RSE 2019 A cloud detection algorithm for satellite imagery based on deep learning Code
RS 2019 CloudFCN: Accurate and Robust Cloud Detection for Satellite Imagery with Deep Learning -
IEEE TGRS 2019 CDnet: CNN-Based Cloud Detection for Remote Sensing Imagery Code
RSE 2020 Accurate cloud detection in high-resolution remote sensing imagery by weakly supervised deep learning Project
IEEE TGRS 2021 DABNet: Deformable Contextual and Boundary-Weighted Network for Cloud Detection in Remote Sensing Images -
IEEE TGRS 2021 Cloud Detection Method Using CNN Based on Cascaded Feature Attention and Channel Attention -
IEEE JSTARS 2021 Cloud and Cloud Shadow Segmentation for Remote Sensing Imagery Via Filtered Jaccard Loss Function and Parametric Augmentation -
RSE 2021 Deep network based on up and down blocks using wavelet transform and successive multi-scale spatial attention for cloud detection -
IEEE TGRS 2022 Dual-Branch Network for Cloud and Cloud Shadow Segmentation -

Cloud Removal

Benchmark dataset

Related Papers

Pub Year Title Code
CVPR 2016 Removing Clouds and Recovering Ground Observations in Satellite Image Sequences via Temporally Contiguous Robust Matrix Completion Unofficial
IEEE TGRS 2016 Cloud Removal Based on Sparse Representation via Multitemporal Dictionary Learning Unofficial
CVPRW 2017 Filmy Cloud Removal on Satellite Imagery With Multispectral Conditional Generative Adversarial Nets Code
IEEE GRSL 2018 Haze and thin cloud removal via sphere model improved dark channel prior -
IGARSS 2018 Cloud-Gan: Cloud Removal for Sentinel-2 Imagery Using a Cyclic Consistent Generative Adversarial Networks -
ISPRS 2018 Cloud removal in remote sensing images using nonnegative matrix factorization and error correction -
ISPRS 2019 Blind cloud and cloud shadow removal of multitemporal images based on total variation regularized low-rank sparsity decomposition Code
Arxiv 2020 Cloud Removal for Remote Sensing Imagery via Spatial Attention Generative Adversarial Network Code
RS 2020 Cloud removal with fusion of high resolution optical and SAR images using generative adversarial networks -
WACV 2020 Cloud Removal in Satellite Images Using Spatiotemporal Generative Models Code
IEEE GRSL 2020 Cloud-Aware Generative Network: Removing Cloud From Optical Remote Sensing Images -
IEEE TGRS 2020 Single Image Cloud Removal Using U-Net and Generative Adversarial Networks Unofficial
IEEE TGRS 2020 Simultaneous Cloud Detection and Removal From Bitemporal Remote Sensing Images Using Cascade Convolutional Neural Networks -
ISPRS 2020 Cloud removal in Sentinel-2 imagery using a deep residual neural network and SAR-optical data fusion Code
ISPRS 2020 Thick cloud and cloud shadow removal in multitemporal images using progressively spatio-temporal patch group deep learning Code
IGARSS 2021 A Blind Cloud/Shadow Removal Strategy for Multi-Temporal Remote Sensing Images -
IEEE TGRS 2022 Thick Cloud Removal in Optical Remote Sensing Images Using a Texture Complexity Guided Self-Paced Learning Method -
IEEE TGRS 2022 A Unified Framework of Cloud Detection and Removal Based on Low-Rank and Group Sparse Regularizations for Multitemporal Multispectral Images -
IEEE GRSL 2022 Cloud Removal in Optical Remote Sensing Imagery Using Multiscale Distortion-Aware Networks -
IEEE GRSL 2022 Cloud Removal Using Multimodal GAN With Adversarial Consistency Loss -
RS 2022 Deep Internal Learning for Inpainting of Cloud-Affected Regions in Satellite Imagery Code
RS 2022 Cloud Removal for Optical Remote Sensing Imagery Using Distortion Coding Network Combined with Compound Loss Functions -
RSE 2022 Attention Mechanism-Based Generative Adversarial Networks for Cloud Removal in Landsat Images Code

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Collection of popular and reproducible works of cloud detection and removal.

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