Anti-Motion Remote Measurement of Heart Rate Based on Region Proposal Generation and Multi-Scale ROI Fusion

• Published in: IEEE transactions on instrumentation and measurement Vol. 71; pp. 1 - 13
• Main Authors: Zhao, Changchen, Zhou, Menghao, Han, Weiran, Feng, Yuanjing
• Format: Journal Article
• Language: English
• Published: New York IEEE 2022; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Algorithms; Aspect ratio; Blood volume; Bounding box; Boxes; Datasets; Faces; facial video; Feature extraction; Head; Head movement; Heart rate; heart rate (HR) estimation; Modules; multi-scale region of interest (ROI); Object detection; Perturbation; Pixels; Proposals; remote photoplethysmography (rPPG); Root-mean-square errors; Signal to noise ratio; Skin; Source separation; Tracking errors

Remote detection of human heart rate (HR) in a non-contact manner has become an active research topic in recent years. Most existing works focus on signal separation of raw traces obtained from the facial region of interest (ROI), whereas the ROI itself has a crucial impact on the measurement accura...