Comparing Remote Heart Rate Accuracy Using Different Wavelengths

Suvendran Ravindran, L. Y. Weng, Khairul Salleh Bin Mohamed Sahari, A. Anuar, Muhammad Fairuz Bin Abdul Jalal, Zubaidi Faiesal Bin Mohamad Rafaai, Prashalini Naidu A-P Raventhran, Husni Bte Mohd Radzi, Salman Yussof
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Abstract

Remote Heart Rate monitoring is a method of measuring Heart Rates using remote-Photoplethysmography signals obtained from image and signal processing. A set of facial images are collected and processed to extract the RGB values which varies due to the change. in blood volume in the blood vessels relative to respiration. Researchers have found multiple method of extracting the r-PPG signal, some have opted for specialized cameras while some uses advanced signal processing methods. Besides hardware and software chooses, researchers also have been debating on the three different wavelengths, Red, Green and Blue. This paper compares the Red, Green and Blue wavelengths from 20 set of pictures to study the best wavelength to be used for RHR measurements. The Heart rate from the 3 wavelengths is calculated and compared with a baseline HR. This paper introduces a RHR measuring system by comparing all 3 wavelengths, Red, Green and Blue with an average mean error of 11.7779%, 6.0633% and 8.6780% respectively introducing the green wavelength as the best wavelength for RHR monitoring.
比较使用不同波长的远程心率准确性
远程心率监测是一种利用图像和信号处理获得的远程光电脉搏波信号来测量心率的方法。采集一组人脸图像并对其进行处理,提取出随变化而变化的RGB值。血管中与呼吸有关的血容量。研究人员已经找到了多种提取r-PPG信号的方法,有些选择了专门的相机,有些则使用了先进的信号处理方法。除了硬件和软件的选择,研究人员还一直在争论三种不同的波长,红、绿和蓝。本文对20组图像的红、绿、蓝波长进行了比较,研究了用于RHR测量的最佳波长。计算3个波长的心率,并与基线心率进行比较。本文介绍了一种RHR测量系统,通过对红、绿、蓝三种波长进行比较,其平均误差分别为11.7779%、6.0633%和8.6780%,并介绍了绿色波长作为RHR监测的最佳波长。
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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