3 papers
cs.CV2026
Morphology-Guided Cross-Task Coupling for Joint Building Height and Footprint Estimation
Jinzhen Han, JinByeong Lee, Jisung Kim +1
Building height (BH) and building footprint (BF) jointly describe the vertical and horizontal extent of the built environment and are required inputs for urban climate, disaster-ri…
cs.CV2026
GeoFormer: A Lightweight Swin Transformer for Joint Building Height and Footprint Estimation from Sentinel Imagery
Han Jinzhen, JinByeong Lee, JiSung Kim +3
Building height (BH) and footprint (BF) are fundamental urban morphological parameters required by climate modelling, disaster-risk assessment, and population mapping, yet globally…
cs.CL2026
A Lightweight LLM Framework for Disaster Humanitarian Information Classification
Han Jinzhen, Kim Jisung, Yang Jong Soo +1
Timely classification of humanitarian information from social media is critical for effective disaster response. However, deploying large language models (LLMs) for this task faces…