# Deep Roof Refiner: A detail-oriented deep learning network for refined delineation of roof structure lines using satellite imagery

> Research article (International Journal of Applied Earth Observation and Geoinformation, 2022) · cited 45× · AI/ML

**Wikidata**: [openalex:W4205842688](https://www.wikidata.org/wiki/openalex:W4205842688)  
**Source**: https://4ort.xyz/entity/deep-roof-refiner-a-detail-oriented-deep-learning-network-for-refined-delineation-of-roof-structure-lines-using-satellit