# Deep Learning-Based Methods for Road Extraction From Remote Sensing Images: A vision, survey, and future directions

> Research article (IEEE Geoscience and Remote Sensing Magazine, 2025) · cited 22× · AI/ML

**Wikidata**: [openalex:W4406118792](https://www.wikidata.org/wiki/openalex:W4406118792)  
**Source**: https://4ort.xyz/entity/deep-learning-based-methods-for-road-extraction-from-remote-sensing-images-a-vision-survey-and-future-directions