# Road friction estimation based on vision for safe autonomous driving

> Research article (Mechanical Systems and Signal Processing, 2023) · cited 45× · AI/ML

**Wikidata**: [openalex:W4389749084](https://www.wikidata.org/wiki/openalex:W4389749084)  
**Source**: https://4ort.xyz/entity/road-friction-estimation-based-on-vision-for-safe-autonomous-driving