Department of Mechanical Engineering, Tokyo University of Science, Tokyo 162-8601, Japan.
Graduate School of Informatics and Engineering, The University of Electro-Communications, Tokyo 182-0033, Japan.
Sensors (Basel). 2021 Dec 14;21(24):8357. doi: 10.3390/s21248357.
Camera-based remote photoplethysmography (rPPG) is a low-cost and casual non-contact heart rate measurement method suitable for telemedicine. Several factors affect the accuracy of measuring the heart rate and heart rate variability (HRV) using rPPG despite HRV being an important indicator for healthcare monitoring. This study aimed to investigate the appropriate setup for precise HRV measurements using rPPG while considering the effects of possible factors including illumination, direction of the light, frame rate of the camera, and body motion. In the lighting conditions experiment, the smallest mean absolute R-R interval (RRI) error was obtained when light greater than 500 lux was cast from the front (among the following conditions-illuminance: 100, 300, 500, and 700 lux; directions: front, top, and front and top). In addition, the RRI and HRV were measured with sufficient accuracy at frame rates above 30 fps. The accuracy of the HRV measurement was greatly reduced when the body motion was not constrained; thus, it is necessary to limit the body motion, especially the head motion, in an actual telemedicine situation. The results of this study can act as guidelines for setting up the shooting environment and camera settings for rPPG use in telemedicine.
基于摄像头的远程光电容积脉搏波描记术(rPPG)是一种低成本、非接触式的心率测量方法,适用于远程医疗。尽管心率变异性(HRV)是医疗监测的重要指标,但有几个因素会影响使用 rPPG 测量心率和心率变异性(HRV)的准确性。本研究旨在探讨在考虑可能的因素(包括照明、光的方向、相机帧率和身体运动)的情况下,使用 rPPG 进行精确 HRV 测量的合适设置。在照明条件实验中,当从前方(以下条件照度:100、300、500 和 700 勒克斯;方向:前方、上方和前方及上方)投射大于 500 勒克斯的光时,获得了最小的平均绝对 R-R 间隔(RRI)误差。此外,在帧率高于 30 fps 的情况下,可以足够准确地测量 RRI 和 HRV。当身体运动不受限制时,HRV 测量的准确性大大降低;因此,在实际的远程医疗情况下,有必要限制身体运动,尤其是头部运动。本研究的结果可以作为在远程医疗中使用 rPPG 设置拍摄环境和相机设置的指南。