Non-Contact Respiratory Rate Measurement via Visible Camera Based on the Demodulation of Remote Photoplethysmography Signal
Respiratory rate measurement is a critical component of health monitoring. Among the existing methods of respiratory rate measurement, visualization is often time-consuming and unsuitable for real-time monitoring while wearable devices can cause discomfort due to their contact with the body. In this study, we propose a novel respiratory rate measurement method based on remote photoplethysmography signal demodulation, utilizing a visible light camera as the measurement device to achieve real-time and comfortable respiratory measurement. To validate the performance of the algorithm, we conducted experiments capturing video and real respiration signals from 31 subjects. The results indicate a mean error of -0.4382 breaths per minute (bpm), a mean absolute error of 2.1012 bpm and a root mean square error of 2.6828 bpm. The respiratory rates measured by our proposed method demonstrated good consistency with the true values.
Authors
- Yafei Guo
- Yuguo Chen (ORCID: https://orcid.org/0000-0001-9501-2546)
- Yuanhui Li (ORCID: https://orcid.org/0000-0002-5979-5915)
- Ke Li (ORCID: https://orcid.org/0000-0002-8660-0116)
- Jiali Wang (ORCID: https://orcid.org/0000-0002-4459-9284)
- Feng Xu (ORCID: https://orcid.org/0000-0002-4670-3727)
- Zhiqiang Chen
Institutions
- Shandong University (CN)
- Qilu Hospital of Shandong University (CN)
- Imperial College London (GB)
Publication Details
- Published
- 2024-10-26
- DOI
- https://doi.org/10.1109/cisp-bmei64163.2024.10906107
- Primary Topic
- Non-Invasive Vital Sign Monitoring
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- National Key Research and Development Program of China