# Efficient detection of driver fatigue state based on all-weather illumination scenarios

> Research article (Scientific Reports, 2024) · cited 17× · AI/ML

**Wikidata**: [openalex:W4400935113](https://www.wikidata.org/wiki/openalex:W4400935113)  
**Source**: https://4ort.xyz/entity/efficient-detection-of-driver-fatigue-state-based-on-all-weather-illumination-scenarios