Landon Dyken

Faster Annotation for Elevation-Guided Flood Extent Mapping by Consistency-Enhanced Active Learning

Flood extent mapping is crucial for disaster response and damage assessment. While Earth imagery and terrain data (in the form of DEM) are now readily available, there are few flood annotation data for training machine learning models, which hinders the automated mapping of flooded areas. We propose