• DocumentCode
    735045
  • Title

    Non-contact driver cardiac physiological monitoring using video data

  • Author

    Huan Qi ; Wang, Z. Jane ; Chunyan Miao

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Univ. of British Columbia, Vancouver, BC, Canada
  • fYear
    2015
  • fDate
    12-15 July 2015
  • Firstpage
    418
  • Lastpage
    422
  • Abstract
    Driver physiological monitoring in vehicle is of great importance to provide a comfortable driving environment and prevent road accidents. In recent years, the development of non-contact techniques for such monitoring has been drawing research interests. In this paper, we present a non-contact video-based driver physiological monitoring framework to robustly acquire driver´s heart rate and heart rate variability analysis using a simple consumer-level webcam. More specifically, a real-time facial feature detector as well as a joint blind source separation method is used to capture the driver´s facial blood volume pulse signal. Experimental results from both laboratory and actual road driving conditions demonstrate that the proposed non-contact framework is promising HR and HRV monitoring, even with the existence of unstable light source variation.
  • Keywords
    blind source separation; cardiology; computerised monitoring; driver information systems; face recognition; feature extraction; physiology; road accidents; video signal processing; blind source separation method; consumer-level webcam; driver cardiac physiological monitoring; driver facial blood volume pulse signal; driver heart rate; facial feature detector; heart rate variability analysis; noncontact technique; road accident prevention; video data; Biomedical monitoring; Correlation; Heart rate variability; Monitoring; Roads; Vehicles; Facial Landmark Detection; Heart Rate Variability; Non-contact; Physiological Parameters; Road Experiments;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal and Information Processing (ChinaSIP), 2015 IEEE China Summit and International Conference on
  • Conference_Location
    Chengdu
  • Type

    conf

  • DOI
    10.1109/ChinaSIP.2015.7230436
  • Filename
    7230436