# Driver’s emotional state and detection of vulnerable road users: Towards a better understanding of how emotions affect drivers’ perception using cardiac and ocular metrics

> Research article (Transportation Research Part F Traffic Psychology and Behaviour, 2018) · cited 20× · AI/ML

**Wikidata**: [openalex:W2790416917](https://www.wikidata.org/wiki/openalex:W2790416917)  
**Source**: https://4ort.xyz/entity/drivers-emotional-state-and-detection-of-vulnerable-road-users-towards-a-better-understanding-of-how-emotions-affect-dri