IGARSS 2026 || Washington, D.C. || 9

TH4.R10: The prospect of Remote Sensing Foundation Models: From Generation to Application (2/2)

Thursday, 13 August, 16:15 - 17:30

Location: Gunston

Session Type: Oral

Session Co-Chairs: Rui Liu, and Jing Ling, Guangdong University of Technology

Track: Community Contributed Themes

Thu, 13 Aug, 16:15 - 16:30

TH4.R10.1: IT-FLOW: INTERPOLANT TRANSPORT FLOW MATCHING FOR CHALLENGING REMOTE SENSING CLASSIFICATION WITH GEOSPATIAL FOUNDATION MODELS

Kshitiz Khanal, North Carolina State University, United States

Thu, 13 Aug, 16:30 - 16:45

TH4.R10.2: FLASH-SAR: A DENSE CONTRASTIVE MODEL FOR EFFICIENT AIRPORT CLASSIFICATION IN SENTINEL-1 IMAGERY

Sai Shruti Prakhya, International Institute of Information Technology - Bangalore, India; Rahisha Thottolil, University of Johannesburg, South Africa; Uttam Kumar, Prachoday Davuluri, International Institute of Information Technology - Bangalore, India

Thu, 13 Aug, 16:45 - 17:00

TH4.R10.3: Foundation Model Embeddings for Subsurface Soil Carbon Estimation: Beyond Optical Imagery

Bishal Roy, Vasit Sagan, Cagri Gul, Saint Louis University, United States; Nadia Shakoor, Donald Danforth Plant Science Center, United States

Thu, 13 Aug, 17:00 - 17:15

TH4.R10.4: DINOV3 FOR TEMPORAL CHANGE DETECTION IN SYNTHETIC APERTURE RADAR IMAGERY

Jesse Bressers, Xavier Neyt, Royal Military Academy, Belgium; Aleksandra Pižurica, Ghent University, Belgium

Thu, 13 Aug, 17:15 - 17:30

TH4.R10.5: Comparing Fine-Tuned SatMAE and Prithvi with CNN and ResNet-50 for Classifying Non-Indigenous Invasive Aquatic Species Using UAS Imagery

Gamze Erdem, The University of Tennessee, United States; Sathishkumar Samiappan, University of Tennessee at Knoxville, United States; Gray Turnage, Mississippi State University, United States; Adam Zylka, Maxwell Solter, The University of Vermont, United States