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Automatic Estimation of Building Construction Year and Height from Earth Observation Data for Urban Risk Assessment
Abstract. Reliable urban risk assessment requires accurate and up-to-date information on building characteristics, particularly construction year and height, which are often incomplete or unavailable in existing databases. This study presents a cloud-based methodology for the automatic estimation of these parameters us...
Rapid post-earthquake damage assessment using patch-level CNNs and VLM
This study explores AI-driven image classification to expedite damage evaluation by identifying damaged buildings from post-disaster photos much faster than conventional methods, providing a more detailed understanding of structural integrity across affected areas.