TU3.R15.5

A Comparison of SimCLR, and SwAV Contrastive Self-Supervised models for Landslide Detection

Hejar Shahabi, Center Eau Terre Environnement, Institut National de la Recherche Scientifique (INRS), Canada; Omid Ghorbanzadeh, Institute of Advanced Research in Artificial Intelligence (IARAI), Austria; Saeid Homayouni, Center Eau Terre Environnement, Institut National de la Recherche Scientifique (INRS), Canada; Pedram Ghamisi, Institute of Advanced Research in Artificial Intelligence (IARAI), Austria
Session:
TU3.R15: Earth Observation Technologies for Disaster Risk Management I Oral
Track:
Community-Contributed Sessions
Location:
Room F
Presentation Time:
Tue, 18 Jul, 13:48 - 14:00 Pacific Time (UTC -7)
Session Co-Chairs:
Claudia Spinetti, Istituto Nazionale di Geofisica e Vulcanologia and Antonio Pepe, Institute for Electromagnetic Sensing of the Environment (IREA), Italian National Research Council and Pietro Mastro, Institute for Electromagnetic Sensing of the Environment (IREA), Italian National Research Council (CNR)
Session Manager:
Coryn Wolk
Presentation
Discussion
Resources
No resources available.
Session TU3.R15
TU3.R15.1: INSAR DISPLACEMENT EVOLUTION OF EMPLACED LAVA FLOWS: NEW INSIGHTS INTO THE DECEMBER 2018 ETNA UNREST
Lisa Beccaro, Matteo Albano, Cristiano Tolomei, Claudia Spinetti, Istituto Nazionale di Geofisica e Vulcanologia, Italy
TU3.R15.2: SUPER-RESOLUTION OF BVOC EMISSION MAPS VIA DOMAIN ADAPTATION
Antonio Giganti, Sara Mandelli, Paolo Bestagini, Marco Marcon, Stefano Tubaro, Politecnico di Milano, Italy
TU3.R15.3: RISK ANALYSIS OF COASTAL AREAS: AN AI-BASED PERSPECTIVE USING SAR DATA
Pietro Mastro, Institute for Electromagnetic Sensing of the Environment (IREA), Italian National Research Council (CNR), Italy; Antonio Pepe, Institute for Electromagnetic Sensing of the Environment (IREA), Italian National Research Council, Italy
TU3.R15.4: Lava flow detection using dual polarimetric Sentinel-1 SAR data
Emanuele Ferrentino, Christian Bignami, Istituto Nazionale di Geofisica e Vulcanologia, Italy; Ferdinando Nunziata, Maurizio Migliaccio, Università degli studi di Napoli Parthenope, Italy; Salvatore Stramondo, Istituto Nazionale di Geofisica e Vulcanologia, Italy
TU3.R15.5: A Comparison of SimCLR, and SwAV Contrastive Self-Supervised models for Landslide Detection
Hejar Shahabi, Center Eau Terre Environnement, Institut National de la Recherche Scientifique (INRS), Canada; Omid Ghorbanzadeh, Institute of Advanced Research in Artificial Intelligence (IARAI), Austria; Saeid Homayouni, Center Eau Terre Environnement, Institut National de la Recherche Scientifique (INRS), Canada; Pedram Ghamisi, Institute of Advanced Research in Artificial Intelligence (IARAI), Austria
Resources
No resources available.