# Deep learning-based road extraction from remote sensing imagery: Progress, problems, and perspectives

> Research article (ISPRS Journal of Photogrammetry and Remote Sensing, 2025) · cited 12× · AI/ML

**Wikidata**: [openalex:W4412461290](https://www.wikidata.org/wiki/openalex:W4412461290)  
**Source**: https://4ort.xyz/entity/deep-learning-based-road-extraction-from-remote-sensing-imagery-progress-problems-and-perspectives