This method aims to detect buildings and roads from pre-event satellite imagery while determining for each object instance whether it is affected by a recent flood event in post-event imagery.
Roads
- HiRoNEx is a Python tool for automatic, fully unsupervised extraction of historical road networks from historical maps. Check it out here.