Near Real-Time Flood Mapping with Weakly Supervised Machine Learning - Vongkusolkit, Jirapa; Peng, Bo; Wu, Meiliu; Huang, Qunying; Andresen, Christian G. (Remote sensing (Basel, Switzerland), 2023)
Keywords: Algorithms; Annotations; Artificial neural networks; Classification; Climate change; Computer vision; Data mining; decision support systems; Decision trees; Deep learning; Edge detection; Emergency preparedness; flood detection; flood extent mapping; Flood mapping; Floods; humans; Hurricanes; Image processing; Labeling; Learning algorithms; Machine learning; Machine vision; Mapping; Methods; Multilayers; Neural networks; Pixels; Real time; Remote sensing; Supervised learning; United States; Urban areas; Urbanization; weakly supervised; United States