# Automated detection of helmet on motorcyclists from traffic surveillance videos: a comparative analysis using hand-crafted features and CNN

> Research article (Multimedia Tools and Applications, 2020) · cited 66× · AI/ML

**Wikidata**: [openalex:W3006058774](https://www.wikidata.org/wiki/openalex:W3006058774)  
**Source**: https://4ort.xyz/entity/automated-detection-of-helmet-on-motorcyclists-from-traffic-surveillance-videos-a-comparative-analysis-using-hand-crafte