# A non-contact heart rate estimation method using video magnification and neural networks

> Research article (IEEE Instrumentation & Measurement Magazine, 2020) · cited 17× · AI/ML

**Wikidata**: [openalex:W3037479016](https://www.wikidata.org/wiki/openalex:W3037479016)  
**Source**: https://4ort.xyz/entity/a-non-contact-heart-rate-estimation-method-using-video-magnification-and-neural-networks