articleIEEE Transactions on Biomedical EngineeringOct 19, 2010Closed access

Advancements in Noncontact, Multiparameter Physiological Measurements Using a Webcam

Harvard–MIT Division of Health Sciences and Technology · Massachusetts Institute of Technology

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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.

Citation impact

1,477
total citations
FWCI
16.09
Percentile
100%
References
24
Citations per year

Authors

3

Topics & keywords

Keywords
  • Heart rate variability
  • Biomedical engineering
  • Heart rate
  • Computer science
  • Telemedicine
  • Respiratory rate
  • Computer vision
  • Artificial intelligence
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