Heart Rate and Breathing Rate Calculated from Cheeks and Lips Using Green and Derived Colors from Video

D. Biswal, M. J. Mollakazemi, Brooke C. Place, A. Patwardhan
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Abstract

There has been considerable interest in the development of non-contact measurement of heart rate (HR) and breathing rate (BR). Some researchers have focused the heart rate (HR) and breathing rate (BR) measurement on the cheek region extracted from the face. The physiological rationale behind selecting the face and facial parts such as cheeks rely on the concept of photoplethysmography (PPG), which is the absorption of light by blood cells. A PPG signal contains information about HR and BR. Several studies have used PPG from the cheek portion extracted from the videos as many capillaries lie underneath the cheeks. Lips also carry a rich bed of blood vessels underneath. Because of the difference in innervation of the lips from the cheeks, there is the possibility that non-contact measurement from the lips may also contain information about subtle changes in autonomic function. Therefore, we explored whether lips might contain information about HR and BR comparable or better than cheeks in measuring HR and BR. Towards this goal data were collected from 5 subjects. Our results showed that while measurements from lips generally were comparable to those from cheeks, for wider use, lips may not be a viable location to calculate non-contact HR and BR due to possible confounding factors.
心率和呼吸率计算从脸颊和嘴唇使用绿色和衍生的颜色从视频
非接触式心率(HR)和呼吸频率(BR)测量的发展引起了相当大的兴趣。一些研究人员将心率(HR)和呼吸频率(BR)的测量集中在从面部提取的脸颊区域。选择面部和面部部位(如脸颊)背后的生理学原理依赖于光体积脉搏波描记术(PPG)的概念,这是血细胞对光的吸收。PPG信号包含HR和BR的信息。有几项研究使用了从视频中提取的脸颊部分的PPG,因为脸颊下面有许多毛细血管。嘴唇下面还有一层丰富的血管。由于嘴唇和脸颊的神经支配不同,因此,从嘴唇进行的非接触测量也可能包含有关自主神经功能细微变化的信息。因此,我们探讨了在测量HR和BR时,嘴唇是否可能比脸颊包含更好的HR和BR信息。为了实现这一目标,我们收集了5名受试者的数据。我们的研究结果表明,虽然嘴唇的测量结果通常与脸颊的测量结果相当,但对于更广泛的应用,由于可能的混杂因素,嘴唇可能不是计算非接触HR和BR的可行位置。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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