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arXiv 2106.02669eess.IVcs.AIcs.CVcs.LG

Real Time Video based Heart and Respiration Rate Monitoring

Cleveland State University(克利夫兰州立大学)

Jafar Pourbemany, Almabrok Essa, Ye Zhu

英文摘要:

In recent years, research about monitoring vital signs by smartphones grows significantly. There are some special sensors like Electrocardiogram (ECG) and Photoplethysmographic (PPG) to detect heart rate (HR) and respiration rate (RR). Smartphone cameras also can measure HR by detecting and processing imaging Photoplethysmographic (iPPG) signals from the video of a user's face. Indeed, the variation in the intensity of the green channel can be measured by the iPPG signals of the video. This study aimed to provide a method to extract heart rate and respiration rate using the video of individuals' faces. The proposed method is based on measuring fluctuations in the Hue, and can therefore extract both HR and RR from the video of a user's face. The proposed method is evaluated by performing on 25 healthy individuals. For each subject, 20 seconds video of his/her face is recorded. Results show that the proposed approach of measuring iPPG using Hue gives more accurate rates than the Green channel.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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