# Non-Contact Respiration Measurement Method Based on RGB Camera Using 1D Convolutional Neural Networks

> Research article (Sensors, 2021) · cited 20× · AI/ML

**Wikidata**: [openalex:W3161471415](https://www.wikidata.org/wiki/openalex:W3161471415)  
**Source**: https://4ort.xyz/entity/non-contact-respiration-measurement-method-based-on-rgb-camera-using-1d-convolutional-neural-networks