# Deep learning for estimating pavement roughness using synthetic aperture radar data

> Research article (Automation in Construction, 2022) · cited 21× · AI/ML

**Wikidata**: [openalex:W4289516136](https://www.wikidata.org/wiki/openalex:W4289516136)  
**Source**: https://4ort.xyz/entity/deep-learning-for-estimating-pavement-roughness-using-synthetic-aperture-radar-data