# Visual guidance of forward flight in hummingbirds reveals control based on image features instead of pattern velocity

> Research article (Proceedings of the National Academy of Sciences, 2016) · cited 53× · AI/ML

**Wikidata**: [openalex:W2480846878](https://www.wikidata.org/wiki/openalex:W2480846878)  
**Source**: https://4ort.xyz/entity/visual-guidance-of-forward-flight-in-hummingbirds-reveals-control-based-on-image-features-instead-of-pattern-velocity