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2201.09613
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SEN12MS-CR-TS: A Remote Sensing Data Set for Multi-modal Multi-temporal Cloud Removal
IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2022
24 January 2022
Patrick Ebel
Yajin Xu
M. Schmitt
Xiaoxiang Zhu
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Papers citing
"SEN12MS-CR-TS: A Remote Sensing Data Set for Multi-modal Multi-temporal Cloud Removal"
22 / 22 papers shown
UniTS: Unified Spatio-Temporal Generative Model for Remote Sensing
Yuxiang Zhang
Shunlin Liang
Wenyuan Li
Han Ma
Jianglei Xu
...
Jiangwei Xie
Wei Li
Mengmeng Zhang
R. Tao
X. Xia
DiffM
AI4TS
321
1
0
04 Dec 2025
Core-Set Selection for Data-efficient Land Cover Segmentation
Keiller Nogueira
Akram Zaytar
Wanli Ma
R. Roscher
Ronny Hansch
...
Simone Fobi Nsutezo
Rahul Dodhia
J. L. Ferres
Oktay Karakuş
Paul L. Rosin
298
1
0
02 May 2025
DC4CR: When Cloud Removal Meets Diffusion Control in Remote Sensing
Zhenyu Yu
Mohd Yamani Idna Idris
Pei Wang
DiffM
303
0
0
21 Apr 2025
Effective Cloud Removal for Remote Sensing Images by an Improved Mean-Reverting Denoising Model with Elucidated Design Space
Computer Vision and Pattern Recognition (CVPR), 2025
Yi Liu
Wengen Li
Jihong Guan
S. Kevin Zhou
Yichao Zhang
DiffM
313
8
0
31 Mar 2025
DehazeMamba: SAR-guided Optical Remote Sensing Image Dehazing with Adaptive State Space Model
Zhicheng Zhao
Jinquan Yan
Chenglong Li
Xinyu Wang
Jin Tang
309
1
0
17 Mar 2025
Attentive Contextual Attention for Cloud Removal
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2024
Wenli Huang
Ye Deng
Yang Wu
Jinjun Wang
245
9
0
20 Nov 2024
AllClear: A Comprehensive Dataset and Benchmark for Cloud Removal in Satellite Imagery
Neural Information Processing Systems (NeurIPS), 2024
Hangyu Zhou
Chia-Hsiang Kao
Cheng Perng Phoo
Utkarsh Mall
Bharath Hariharan
Kavita Bala
266
10
0
31 Oct 2024
OmniSat: Self-Supervised Modality Fusion for Earth Observation
Guillaume Astruc
Nicolas Gonthier
Clement Mallet
Loic Landrieu
464
66
0
12 Apr 2024
IDF-CR: Iterative Diffusion Process for Divide-and-Conquer Cloud Removal in Remote-sensing Images
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2024
Meilin Wang
Yexing Song
Pengxu Wei
Xiaoyu Xian
Yukai Shi
Liang Lin
DiffM
202
43
0
18 Mar 2024
Major TOM: Expandable Datasets for Earth Observation
Alistair Francis
Mikolaj Czerkawski
AI4TS
248
24
0
19 Feb 2024
Diffusion Enhancement for Cloud Removal in Ultra-Resolution Remote Sensing Imagery
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2024
Jialu Sui
Yiyang Ma
Wenhan Yang
Xiaokang Zhang
Man-On Pun
Jiaying Liu
291
28
0
25 Jan 2024
Fus-MAE: A cross-attention-based data fusion approach for Masked Autoencoders in remote sensing
Hugo Chan-To-Hing
B. Veeravalli
466
11
0
05 Jan 2024
Better, Not Just More: Data-Centric Machine Learning for Earth Observation
IEEE Geoscience and Remote Sensing Magazine (GRSM), 2023
R. Roscher
M. Rußwurm
Caroline Gevaert
Michael C. Kampffmeyer
J. A. dos Santos
...
Ronny Hansch
Stine Hansen
Keiller Nogueira
Jonathan Prexl
D. Tuia
560
29
0
08 Dec 2023
Exploring the Capability of Text-to-Image Diffusion Models with Structural Edge Guidance for Multi-Spectral Satellite Image Inpainting
IEEE Geoscience and Remote Sensing Letters (GRSL), 2023
Mikolaj Czerkawski
Christos Tachtatzis
DiffM
278
17
0
06 Nov 2023
DiffCR: A Fast Conditional Diffusion Framework for Cloud Removal from Optical Satellite Images
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2023
Xuechao Zou
Keqin Li
Junliang Xing
Yu-an Zhang
Shiying Wang
Lei Jin
Pin Tao
DiffM
280
72
0
08 Aug 2023
U-TILISE: A Sequence-to-sequence Model for Cloud Removal in Optical Satellite Time Series
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2023
Corinne Stucker
Vivien Sainte Fare Garnot
Konrad Schindler
AI4TS
430
32
0
22 May 2023
UnCRtainTS: Uncertainty Quantification for Cloud Removal in Optical Satellite Time Series
Patrick Ebel
Vivien Sainte Fare Garnot
M. Schmitt
Jan Dirk Wegner
Xiao Xiang Zhu
221
69
0
11 Apr 2023
High-Resolution Cloud Removal with Multi-Modal and Multi-Resolution Data Fusion: A New Baseline and Benchmark
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2023
Fang Xu
Yilei Shi
Patrick Ebel
Wen Yang
Xiao Xiang Zhu
3DPC
179
2
0
09 Jan 2023
Common Practices and Taxonomy in Deep Multi-view Fusion for Remote Sensing Applications
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (IEEE JSTARS), 2022
Francisco Mena
Diego Arenas
Marlon Nuske
Andreas Dengel
256
14
0
20 Dec 2022
AI Security for Geoscience and Remote Sensing: Challenges and Future Trends
IEEE Geoscience and Remote Sensing Magazine (GRSM), 2022
Yonghao Xu
Tao Bai
Weikang Yu
Shizhen Chang
P. M. Atkinson
Pedram Ghamisi
AAML
360
67
0
19 Dec 2022
GLF-CR: SAR-Enhanced Cloud Removal with Global-Local Fusion
Isprs Journal of Photogrammetry and Remote Sensing (JIPRS), 2022
Fang Xu
Yilei Shi
Patrick Ebel
Lei Yu
Guisong Xia
Wen Yang
Xiaoxiang Zhu
320
135
0
06 Jun 2022
Reconstruction of Sentinel-2 Time Series Using Robust Gaussian Mixture Models -- Application to the Detection of Anomalous Crop Development in wheat and rapeseed crops
Computers and Electronics in Agriculture (Comput. Electron. Agric.), 2021
Florian Mouret
Mohanad Albughdadi
S. Duthoit
Denis Kouamé
Guillaume Rieu
J. Tourneret
201
23
0
22 Oct 2021
1
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