Open Access Paper
28 December 2022 Real-time contactless monitoring of respiration rate and heart rate based on thermal imaging technology
Rui Zhao, Yongmei Hu, Ke Li, Yuguo Chen
Author Affiliations +
Proceedings Volume 12506, Third International Conference on Computer Science and Communication Technology (ICCSCT 2022); 1250633 (2022) https://doi.org/10.1117/12.2661971
Event: International Conference on Computer Science and Communication Technology (ICCSCT 2022), 2022, Beijing, China
Abstract
Human temperature characteristics are closely related to physiological activities such as respiration and heart rate. For daily healthcare needs, a real-time contactless monitoring of respiration rate and heart rate based on facial thermal imaging was proposed. A RetinaFace framework was applied to detect the facial region from the video frames of thermal imaging. The facial region was divided equally into 12 areas. For the detection of respiratory rate, the respiratory signal is obtained by detecting the nose area and the feature tracking recognition method based on the optical flow field method. For the heart rate detection, an independent component analysis (ICA) was performed on the 12 areas. The heart rate was calculated based on the region with the higher proportion of energy according to the ICA. Experimental results showed that real-time contactless monitoring system proposed in this study can accurately detect the respiratory rate and heart rate, which may facilitate the daily healthcare examination for a large population.
© (2022) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Rui Zhao, Yongmei Hu, Ke Li, and Yuguo Chen "Real-time contactless monitoring of respiration rate and heart rate based on thermal imaging technology", Proc. SPIE 12506, Third International Conference on Computer Science and Communication Technology (ICCSCT 2022), 1250633 (28 December 2022); https://doi.org/10.1117/12.2661971
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KEYWORDS
Heart

Thermography

Infrared imaging

Infrared radiation

Signal detection

Facial recognition systems

Independent component analysis

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