FR3.R11.4

REGIONAL TRANSFERABILITY OF DEEP LEARNING MODELS FOR LANDSLIDE DETECTION WITH SAR DATA

Ioannis Prapas, National Observatory of Athens, Greece; Wei Ji Leong, The Ohio State University, United States; Ragini Bal Mahesh, German Aerospace Center DLR, Germany; Vanessa Boehm, University of California Berkeley, United States; Ioannis Papoutsis, National Observatory of Athens, Greece; Gustau Camps-Valls, Universitat de València, Spain; Siddha Ganju, NVIDIA, United States; Edoardo Nemni, United Nations Satellite Centre (UNOSAT), Switzerland; Freddie Kalaitzis, University of Oxford, United Kingdom; Raul Ramos-Pollan, Universidad de Antioquia, Colombia
Session:
FR3.R11: SAR Advanced Applications Based on Deep Learning: Urban, Land and Water Applications II Oral
Track:
Community-Contributed Sessions
Location:
Room 106
Presentation Time:
Fri, 21 Jul, 13:36 - 13:48 Pacific Time (UTC -8)
Session Co-Chairs:
Hanwen Yu, University of Electronic Science and Technology of China and Giampaolo Ferraioli, Università Degli Studi Di Napoli Parthenope
Session Manager:
Nur Fatin Irdina Zulhamidi
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Session FR3.R11
FR3.R11.1: DL BASED FOREST HEIGHT RECONSTRUCTION USING SINGLE-POL TOMOSAR IMAGES
Wenyu Yang, Università Degli Studi Di Napoli Parthenope, Italy; Hossein Aghababaei, University of Twente, Netherlands; Giampaolo Ferraioli, Xialei Lu, Vito Pascazio, Sergio Vitale, Gilda Schirinzi, Università Degli Studi Di Napoli Parthenope, Italy
FR3.R11.2: DETECTING LANDSLIDE PRECURSOR: INSIGHTS FOR MONITORING SOIL MOISTURE USING CLOSURE PHASES
xujing zeng, hanwen yu, yong wang, University of Electronic Science and Technology of China, China
FR3.R11.3: LAND SUBSIDENCE ESTIMATION ON COASTAL LAND USING IMPROVED COMBINED SCATERERS INTERFEROMETRY WITH OPTIMIZATION (ICOPS) APPROACH FOR INSAR TIME SERIES
Muhammad Fulki Fadhillah, Wahyu Luqmanul Hakim, Suci Ramayanti, BongChan Kim, Sungjae Park, Chang-Wook Lee, Kangwon National University, South Korea
FR3.R11.4: REGIONAL TRANSFERABILITY OF DEEP LEARNING MODELS FOR LANDSLIDE DETECTION WITH SAR DATA
Ioannis Prapas, National Observatory of Athens, Greece; Wei Ji Leong, The Ohio State University, United States; Ragini Bal Mahesh, German Aerospace Center DLR, Germany; Vanessa Boehm, University of California Berkeley, United States; Ioannis Papoutsis, National Observatory of Athens, Greece; Gustau Camps-Valls, Universitat de València, Spain; Siddha Ganju, NVIDIA, United States; Edoardo Nemni, United Nations Satellite Centre (UNOSAT), Switzerland; Freddie Kalaitzis, University of Oxford, United Kingdom; Raul Ramos-Pollan, Universidad de Antioquia, Colombia
FR3.R11.5: RADIO FREQUENCY INTERFERENCE IN SYNTHETIC APERTURE RADAR IMAGES
Kristian Aalling Sørensen, Technical University of Denmark, Denmark; Peder Heiselberg, Nechnical University of Denmark, Denmark; Anders Kusk, Henning Heiselberg, Technical University of Denmark, Denmark
Resources
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