Nisar, HumairaHumairaNisarMuhammad Burhan KhanWong Ting YiKim Ho Yeap 葉金豪Lai Koon Chun2024-11-012024-11-012016-01-0110.4018/IJDCCS.2016010101https://dspace-cris.utar.edu.my/handle/123456789/5801A real time non-invasive heart rate (HR) measurement system for multiple people in an image has been proposed in this paper. The data has been gathered using a webcam with different distances with the subjects under varying illumination conditions. The effect of motion of the subjects on HR measurement is also observed. The data is gathered from the face and cheeks are selected as the region of interest (ROI). RGB color model is used for processing. Fast Fourier transform is used to detect the peak frequency after band pass filtering. The green channel of RGB color model gives best HR measurement. The minimum percentage error of 3.1% is achieved in the presence of slow movement and multiple persons at the relative distance of 100 cm.journal-article