# Improving Accuracy of Contactless Respiratory Rate Estimation by Enhancing Thermal Sequences with Deep Neural Networks

> Research article (Applied Sciences, 2019) · cited 25× · AI/ML

**Wikidata**: [openalex:W2980401876](https://www.wikidata.org/wiki/openalex:W2980401876)  
**Source**: https://4ort.xyz/entity/improving-accuracy-of-contactless-respiratory-rate-estimation-by-enhancing-thermal-sequences-with-deep-neural-networks