# Advances in estimating pedestrian measures through artificial intelligence: From data sources, computer vision, video analytics to the prediction of crash frequency

> Research article (Computers Environment and Urban Systems, 2023) · cited 24× · AI/ML

**Wikidata**: [openalex:W4388995995](https://www.wikidata.org/wiki/openalex:W4388995995)  
**Source**: https://4ort.xyz/entity/advances-in-estimating-pedestrian-measures-through-artificial-intelligence-from-data-sources-computer-vision-video-analy