FloodVision uses GPT-4o plus a knowledge graph of object heights to estimate urban flood depth from RGB images, achieving 8.17 cm MAE on 110 crowdsourced images.
Athira, Yashwant B
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CV 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
FloodVision: Urban Flood Depth Estimation Using Foundation Vision-Language Models and Domain Knowledge Graph
FloodVision uses GPT-4o plus a knowledge graph of object heights to estimate urban flood depth from RGB images, achieving 8.17 cm MAE on 110 crowdsourced images.