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

TH3.R6: Leveraging AI, LLMs, and Geospatial Technologies for Rapid and Explainable Post-Disaster Damage Intelligence

Thursday, 13 August, 13:45 - 15:00

Location: Cardozo

Session Type: Oral

Session Co-Chairs: XIAOJING HUANG, National University of Singapore and Phung Lai,

Track: Community Contributed Themes

Thu, 13 Aug, 13:45 - 14:00

TH3.R6.1: ASSESSING BUILDING DAMAGE USING PRE- AND POST-EARTHQUAKE HIGH-RESOLUTION OPTICAL SATELLITE IMAGERY

XIAOJING HUANG, Chenguang HOU, Qin ZHAO, Kim Hwa LIM, Leong Keong KWOH, Soo Chin LIEW, Centre for Remote Imaging, Sensing and Processing, Singapore

Thu, 13 Aug, 14:00 - 14:15

TH3.R6.2: TOPOMAMBA: LIGHTWEIGHT TOPOLOGY-AWARE VISION MAMBA FOR LANDSLIDE SEGMENTATION IN REMOTE SENSING IMAGERY

Ruixi Gong, Jian Zhou, Southwest University of Science and Technology, China; Dongyan Han, Xi’an Institute of Modern Control Technology, China; DongMei Deng, Southwest University of Science and Technology, China; Jinfu Li, Beijing Institute of Technology, China

Thu, 13 Aug, 14:15 - 14:30

TH3.R6.3: TOWARDS POST-DISASTER INTELLIGENCE WITH GENERATIVE EVIDENCE ENHANCEMENT VIA A UNIFIED MULTIMODAL MODEL

Weijie Yue, Zhongwei Si, Bolin Wu, Jiawei Wang, Beijing University of Posts and Telecommunications, China

Thu, 13 Aug, 14:30 - 14:45

TH3.R6.4: Satellite-to-Street: Synthesizing Post-Disaster Views from Satellite Imagery via Generative Vision Models

Yifan Yang, Lei Zou, Wendy Jepson, Texas A&M University, United States

Thu, 13 Aug, 14:45 - 15:00

TH3.R6.5: Rapid Flood Inventory in Khyber Pakhtunkhwa Using a Space-Symmetrical Hybrid Random Forest (SS-HRF) Model and Sentinel-1 Dual-Polarization SAR

Wajid Hussain, Bin Pan, Sajid Hussain, Wuhan University, China