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International Geoscience and Remote Sensing Symposium

In 2021 a joint initiative of Belgium and The Netherlands

FR1.O-2.1

DEEP LEARNING APPROACH FOR TROPICAL CYCLONES CLASSIFICATION BASED ON C-BAND SENTINEL-1 SAR IMAGES

Ana Raquel Carmo, Nicolas Longépé, European Space Agency (ESA), Italy; Alexis Mouche, Ifremer, France; Dario Amorosi, Noelle Cremer, European Space Agency (ESA), Italy
Session:
SAR Image Interpretation
Track:
Data Analysis Methods (Optical, Multispectral,Hyperspectral, SAR)
Presentation Time:
Fri, 16 Jul, 08:30-08:45 (UTC)
Fri, 16 Jul, 10:30-10:45 Central Europe Summer Time (UTC +2)
Fri, 16 Jul, 16:30-16:45 China Standard Time (UTC +8)
Fri, 16 Jul, 04:30-04:45 Eastern Daylight Time (UTC -4)
Session Co-Chairs:
Gabriele Moser, University of Genoa and Ana Raquel Carmo, European Space Agency
Session Manager:
Adrien Grivey
Presentation
Discussion
Resources
Session FR1.O-2
FR1.O-2.1: DEEP LEARNING APPROACH FOR TROPICAL CYCLONES CLASSIFICATION BASED ON C-BAND SENTINEL-1 SAR IMAGES
Ana Raquel Carmo, Nicolas Longépé, European Space Agency (ESA), Italy; Alexis Mouche, Ifremer, France; Dario Amorosi, Noelle Cremer, European Space Agency (ESA), Italy
FR1.O-2.2: PRIVILEGED KNOWLEDGE DISTILLATION FOR SAR BUILDING EXTRACTION
Eungbean Lee, Somi Jeong, Kwanghoon Sohn, Yonsei University, Korea (South)
FR1.O-2.3: ACCOUNTING FOR VEGETATION DYNAMICS IN SURFACE SOIL MOISTURE RETRIEVALS FROM SENTINEL-1 BACKSCATTER TIME SERIES
Samuel Massart, Vreugdenhil Mariette, Claudio Navacchi, Tobias Stachl, Bernhard Bauer-Marschallinger, Wagner Wolfgang, TU Wien, Austria
FR1.O-2.4: EXPERIMENTAL COMPARISON OF REGISTRATION METHODS FOR MULTISENSOR SAR-OPTICAL DATA
Béatrice Pinel-Puysségur, CEA, France; Luca Maggiolo, University of Genoa, Italy; Michel Roux, Nicolas Gasnier, Télécom Paris, France; David Solarna, Gabriele Moser, University of Genoa, Italy; Sebastiano Serpico, Università degli Studi di Genova, Italy; Florence Tupin, Télécom Paris, France
FR1.O-2.5: A SAR-TO-OPTICAL IMAGE TRANSLATION METHOD BASED ON PIX2PIX
Zongcheng Zuo, Yuanxiang Li, Shanghai Jiao Tong University, China
FR1.O-2.6: ACCELERATED-YOLOV3 FOR SHIP DETECTION FROM SAR IMAGES
Mohammad Alkhaleefah, Shang-Chih Ma, Tan-Hsu Tan, National Taipei University of Technology, Taiwan; Lena Chang, National Taiwan Ocean University, Taiwan; Kuan Wang, National Taipei University of Technology, Taiwan; Chin-Pin Ko, National Taipei University of Technology/Sinotech Engineering Consultants, Taiwan; Chiung-Shen Ku, National Taipei University of Technology, Taiwan; Chiang-An Hsu, Sinotech Engineering Consultants, Taiwan; Yang-Lang Chang, National Taipei University of Technology, Taiwan

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