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International Geoscience and Remote Sensing Symposium

In 2021 a joint initiative of Belgium and The Netherlands

WE4.O-12.5

INTERNAL LEARNING FOR SEQUENCE-TO-SEQUENCE CLOUD REMOVAL VIA SYNTHETIC APERTURE RADAR PRIOR INFORMATION

Patrick Ebel, TU Munich, Germany; Michael Schmitt, Hochschule München, DLR, Germany; Xiaoxiang Zhu, TU Munich, DLR, Germany
Session:
Image Restoration
Track:
Data Analysis Methods (Optical, Multispectral,Hyperspectral, SAR)
Presentation Time:
Wed, 14 Jul, 15:40-15:55 (UTC)
Wed, 14 Jul, 17:40-17:55 Central Europe Summer Time (UTC +2)
Wed, 14 Jul, 23:40-23:55 China Standard Time (UTC +8)
Wed, 14 Jul, 11:40-11:55 Eastern Daylight Time (UTC -4)
Session Co-Chairs:
Patrick Ebel, TU Munich and Qiang Zhang, Wuhan University
Session Manager:
Ximena Tagle Casapia
Presentation
Discussion
Resources
Session WE4.O-12
WE4.O-12.1: THICK CLOUD REMOVAL FOR SENTINEL-2 TIME-SERIES IMAGES VIA COMBINING DEEP PRIOR AND LOW-RANK TENSOR COMPLETION
Qiang Zhang, Wuhan University, China; Fujun Sun, Beijing Electro-mechanical Engineering Institute, China; Qiangqiang Yuan, Liangpei Zhang, Wuhan University, China
WE4.O-12.2: PARALLAX ESTIMATION FOR PUSH-FRAME SATELLITE IMAGERY: APPLICATION TO SUPER-RESOLUTION AND 3D SURFACE MODELING FROM SKYSAT PRODUCTS
Jérémy Anger, Kayrros, France; Thibaud Ehret, Gabriele Facciolo, Université Paris-Saclay, France
WE4.O-12.3: REMOTE SENSING IMAGE JITTER RESTORATION BASED ON DEEP GENERATIVE ADVERSARIAL NETWORK
Zhaoxiang Zhang, Qing Zhou, Yuelei Xu, Linhua Ma, Akira Iwasaki, Northwestern Polytechnical University, China
WE4.O-12.4: THICK CLOUD REMOVAL FROM REMOTE SENSING IMAGES USING DOUBLE SHIFT NETWORKS
Chaojun Long, Wuhan University, China; Jing Yang, CCCC Second Highway Consultants Co., Ltd, China; Xiaobin Guan, Xinghua Li, Wuhan University, China
WE4.O-12.5: INTERNAL LEARNING FOR SEQUENCE-TO-SEQUENCE CLOUD REMOVAL VIA SYNTHETIC APERTURE RADAR PRIOR INFORMATION
Patrick Ebel, TU Munich, Germany; Michael Schmitt, Hochschule München, DLR, Germany; Xiaoxiang Zhu, TU Munich, DLR, Germany
WE4.O-12.6: Hybrid GAN and spectral angular distance for cloud removal
Omid Ghozatlou, Research Center for Spatial Information (CEOSpaceTech), Romania; Mihai Datcu, German Aerospace Center (DLR), Romania

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