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

WE3.R15: Vision-Language Models for Remote Sensing: Foundations, Applications, and Challenges (3/3)

Oral

Wed, 12 Aug, 13:45 - 15:00

Location: TBD

Session Type: Oral

Session Co-Chairs: Hongjie He, and Linlin Xu,

Track: Community Contributed Themes

Wed, 12 Aug, 13:45 - 14:00

WE3.R15.1: PROMPTED, NOT TRAINED: ON ZERO-SHOT CLASSIFICATION OF SYNTHETIC APERTURE IMAGERY WITH VISION-LANGUAGE MODELS

Isaac Gerg, Climate AI, United States

Wed, 12 Aug, 14:00 - 14:15

WE3.R15.2: VISION-LANGUAGE AGENTS FOR INTERACTIVE FOREST CHANGE ANALYSIS

James Brock, Ce Zhang, Nantheera Anantrasirichai, University of Bristol, United Kingdom

Wed, 12 Aug, 14:15 - 14:30

WE3.R15.3: ON THE IMPACT OF PATCH SIZE IN LLM-BASED IMAGE CAPTIONING OF SENTINEL-2 IMAGERY

Teodor COSTACHIOIU, Vlad VASILESCU, Daniela FAUR, National University of Science and Technology Politehnica Bucharest, Romania

Wed, 12 Aug, 14:30 - 14:45

WE3.R15.4: EO-GPT: An Open Source AI Framework for Earth Observation Analysis

Brian Terry, Otto Wagner, Analytical Mechanics Associates, Inc., United States; Emir Korukluoglu, Analytical Mechanics Associates, United States; Oguz Yetkin, Analytical Mechanics Associates, Inc., United States; Aya Mousa, Binera, United States; David Borges, NASA Langley Research Center, United States; Sanjay Gowda, Analytical Mechanics Associates, Inc., United States

Wed, 12 Aug, 14:45 - 15:00

WE3.R15.5: TRINETRA: TEXT-GUIDED REMOTE-SENSING INTERPRETATION VIA ENSEMBLE-BASED TRANSFORMERS

Harshit Jaiswal, Vedant Neekhra, Shlok Jain, aayush gajeshwar, Dabeet Kumar Das, Arnab Datta, Archisman Dhar, Ujjwal Prakash, Indian Institute of Technology Kanpur, India; Jugal R. Patel, Ichchhit Baranwal, Tushar Shukla, Neeraj Badal, Ashutosh Gupta, Indian Space Research Organisation, India