• DocumentCode
    1348468
  • Title

    Advancements in Noncontact, Multiparameter Physiological Measurements Using a Webcam

  • Author

    Poh, Ming-Zher ; McDuff, Daniel J. ; Picard, Rosalind W.

  • Author_Institution
    Div. of Health Sci. & Technol. (HST), Harvard-MIT, Cambridge, MA, USA
  • Volume
    58
  • Issue
    1
  • fYear
    2011
  • Firstpage
    7
  • Lastpage
    11
  • 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.
  • Keywords
    biomedical optical imaging; blood flow measurement; cameras; cardiology; health care; image sensors; telemedicine; blood volume pulse; cardiac autonomic activity index; color channels; facial regions; heart rate variability; independent component analysis; multiparameter physiological measurements; multiple physiological parameter measurement; noncontact physiological measurements; personal health care; respiratory rate; telemedicine; video recordings; webcam; Biomedical measurements; Frequency measurement; Hafnium; Heart rate variability; Resonant frequency; Sensors; Autonomic nervous system; blood volume pulse (BVP); heart rate variability (HRV); independent component analysis (ICA); noncontact; photoplethysmography (PPG); remote sensing; respiration; Adult; Algorithms; Female; Humans; Image Processing, Computer-Assisted; Internet; Male; Monitoring, Physiologic; Telemedicine; Video Recording;
  • fLanguage
    English
  • Journal_Title
    Biomedical Engineering, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9294
  • Type

    jour

  • DOI
    10.1109/TBME.2010.2086456
  • Filename
    5599853