Technical Program: Paper Detail || IEEE IGARSS 2023 || Pasadena, California, USA || 16

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

Location:

Room F

Presentation Time:

Tue, 18 Jul, 13:48 - 14:00 Pacific Time (UTC -8)

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

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