# Automatic Road Extraction from Historical Maps Using Deep Learning Techniques: A Regional Case Study of Turkey in a German World War II Map

> Research article (ISPRS International Journal of Geo-Information, 2021) · cited 44× · AI/ML

**Wikidata**: [openalex:W3183557592](https://www.wikidata.org/wiki/openalex:W3183557592)  
**Source**: https://4ort.xyz/entity/automatic-road-extraction-from-historical-maps-using-deep-learning-techniques-a-regional-case-study-of-turkey-in-a-germa