3 papers
cs.CV2026
Advancing All-Weather Building Damage Mapping to the Instance Level: Outcomes and Insights from the 2026 Bright Challenge
Hongruixuan Chen, He Huang, Haifeng Wang +19
Rapid post-disaster response requires timely, building-level information on whether structures remain intact, are damaged, or are destroyed. Post-event optical imagery, however, ma…
cs.CV2026
GeoZero: Incentivizing Reasoning from Scratch on Geospatial Scenes
Di Wang, Shunyu Liu, Wentao Jiang +10
Multimodal large language models (MLLMs) have undergone rapid development in advancing geospatial scene understanding. Recent studies have sought to enhance the reasoning capabilit…
cs.CV2024
Building-road Collaborative Extraction from Remotely Sensed Images via Cross-Interaction
Haonan Guo, Xin Su, Chen Wu +2
Buildings are the basic carrier of social production and human life; roads are the links that interconnect social networks. Building and road information has important application…