Scinovex
articleTop 1% cited

Advancements in Noncontact, Multiparameter Physiological Measurements Using a Webcam

IEEE Transactions on Biomedical Engineering · 2010 · Vol. 58(1) · pp. 7–11
Ming‐Zher PohDaniel McDuffRosalind W. Picard

Abstract

We present a simple, low-cost method for measuring multiple physiological parameters using a basic webcam. By applying independent component analysis on the color channels in video recordings, we extracted the blood volume pulse from the facial regions. Heart rate (HR), respiratory rate, and HR variability (HRV, an index for cardiac autonomic activity) were subsequently quantified and compared to corresponding measurements using Food and Drug Administration-approved sensors. High degrees of agreement were achieved between the measurements across all physiological parameters. This technology has significant potential for advancing personal health care and telemedicine.

Non-Invasive Vital Sign MonitoringEEG and Brain-Computer InterfacesECG Monitoring and AnalysisHeart rate variabilityBiomedical engineeringHeart rateComputer scienceTelemedicineRespiratory rateComputer visionArtificial intelligenceMedicineHealth care

MeSH terms

AdultAlgorithmsFemaleHumansImage Processing, Computer-AssistedMaleMonitoring, PhysiologicVideo RecordingTelemedicineInternet
Citations
1,463
FWCI
16.02
field-weighted impact
References
24
Percentile
99%
vs. same field & year
Citations per year
Cited by
Algorithmic Principles of Remote PPG
IEEE Transactions on Biomedical Engineering · 2016 · 1,139 citations
Unobtrusive Sensing and Wearable Devices for Health Informatics
IEEE Transactions on Biomedical Engineering · 2014 · 719 citations
Toward Ubiquitous Blood Pressure Monitoring via Pulse Transit Time: Theory and Practice
IEEE Transactions on Biomedical Engineering · 2015 · 873 citations
Citation Network

How this paper connects to the literature. Drag to explore, click any node to open that paper.