Kefei Zhang

Urban Flood-Depth Estimation from Crowdsourced Image–Text Data Using Reference-Object Reasoning and Conditional Fusion

Urban pluvial flooding is a rapidly evolving disaster that requires timely and fine-grained water-depth information for emergency response and impact assessment. However, street-scale water-depth observations are often difficult to obtain during short-duration flood events due to limited coverage and insufficient spati...