# Automatic extraction of road intersection points from USGS historical map series using deep convolutional neural networks

> Research article (International Journal of Geographical Information Systems, 2019) · cited 68× · AI/ML

**Wikidata**: [openalex:W2991566686](https://www.wikidata.org/wiki/openalex:W2991566686)  
**Source**: https://4ort.xyz/entity/automatic-extraction-of-road-intersection-points-from-usgs-historical-map-series-using-deep-convolutional-neural-network