# Automatic manhole extraction from MMS data to update basemaps

> Research article (Automation in Construction, 2020) · cited 12× · AI/ML

**Wikidata**: [openalex:W3010705408](https://www.wikidata.org/wiki/openalex:W3010705408)  
**Source**: https://4ort.xyz/entity/automatic-manhole-extraction-from-mms-data-to-update-basemaps