Feasibility of Photoplethysmography Imaging of the Sole of the Foot

Nicolai Spicher, Tyler Lovelace, M. Kukuk
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引用次数: 1

Abstract

In photoplethysmography imaging the blood volume pulse is extracted from subtle skin color variations recorded with a camera. In most works, the camera is oriented towards the face or the palm of the hand. Recently, it has been shown that applying contact force to the skin, e.g. through contact with a glass plate, increases signal strength. However, this approach is prohibitive for the face and there are applications where the hands are not accessible. In this paper, we address this issue by applying photoplethysmography imaging to the sole of the foot, which is placed on a glass plate and exposed to controlled illumination. We investigate (1) whether this setup acquires signals with an adequate signal-to-noise ratio and (2) whether the feet can be used as a replacement for the more commonly used hands. Additionally, we analyze (3) whether using a carefully selected pixel subset instead of all pixels improves signal-to-noise ratio. We report on experimental data from $\mathrm {N} = 21$ healthy subjects that we make publicly available 1. We applied photoplethysmography imaging to the sole of the foot and the palm of the hand and used a commercial finger photoplethysmography unit as ground truth. It is problematic that there is no established best practice for signal-to-noise estimation in PPGi research; hence we use five different metrics with three from literature. Additionally, we compare the agreement of these metrics using the experimental data. Our results show that (1) the proposed setup acquires signals with an adequate signal-to-noise ratio, (2) using all pixels from foot videos results in slightly inferior performance compared to the hand, but (3) using pixel subsets improves signal quality at the foot to the level of the hand. These results pave the way for the development of a photoplethysmography imaging setup applied at the sole of the foot for different medical applications.1All data used in this study is freely available online: http://www.github.com/nspi/rise/
足底光容积脉搏波成像的可行性
在光容积脉搏波成像中,血容量脉冲是从相机记录的细微肤色变化中提取出来的。在大多数作品中,相机都是面向脸部或手掌的。最近,研究表明,在皮肤上施加接触力,例如通过与玻璃板接触,可以增加信号强度。然而,这种方法对面部来说是禁止的,而且有些应用程序的手是无法接触到的。在本文中,我们通过将光电体积脉搏成像应用于脚底来解决这个问题,脚底被放置在玻璃板上并暴露在受控照明下。我们研究(1)这种设置是否获得足够的信噪比信号,(2)脚是否可以用作更常用的手的替代品。此外,我们分析了(3)使用精心选择的像素子集而不是所有像素是否可以提高信噪比。我们报告了我们公开提供的$\ mathm {N} = 21$健康受试者的实验数据1。我们将光电体积脉搏成像应用于脚掌和手掌,并使用商用手指光电体积脉搏成像装置作为基础事实。问题是,在PPGi研究中没有确定的信噪比估计的最佳实践;因此,我们使用了5种不同的指标,其中3种来自文献。此外,我们用实验数据比较了这些指标的一致性。我们的研究结果表明:(1)所提出的设置获得的信号具有足够的信噪比,(2)使用足部视频中的所有像素导致性能略低于手,但(3)使用像素子集将足部的信号质量提高到手的水平。这些结果为开发用于不同医学应用的脚底光电容积脉搏波成像装置铺平了道路。本研究中使用的所有数据均可在网上免费获取:http://www.github.com/nspi/rise/
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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