# An efficient urban flood mapping framework towards disaster response driven by weakly supervised semantic segmentation with decoupled training samples

> Research article (ISPRS Journal of Photogrammetry and Remote Sensing, 2024) · cited 45× · AI/ML

**Wikidata**: [openalex:W4390607656](https://www.wikidata.org/wiki/openalex:W4390607656)  
**Source**: https://4ort.xyz/entity/an-efficient-urban-flood-mapping-framework-towards-disaster-response-driven-by-weakly-supervised-semantic-segmentation-w