• DocumentCode
    2367322
  • Title

    Driver blink measurement by the motion picture processing and its application to drowsiness detection

  • Author

    Ito, Takehiro ; Mita, Shinji ; Kozuka, Kazuhiro ; Nakano, Tomoaki ; Yamamoto, Shin

  • Author_Institution
    Meijo Univ., Nagoya, Japan
  • fYear
    2002
  • fDate
    2002
  • Firstpage
    168
  • Lastpage
    173
  • Abstract
    There is a requirement for driver assistance systems in ITS to be made driver-friendly. Therefore, unusual driver states (drowsiness, inattentive driving, excessive concentration, etc.) must be detected. A method for measuring the blinking of a driver in real time by motion picture processing was developed. Moreover, a method for presuming consciousness degradation from the change in blink duration was developed. The waveform of blinking differs for individual people and differs over time for the same person. The method developed for processing blink waveforms is robust against the influence of differences among individuals. The blink extraction rate obtained with ten subjects is considerably improved from 76% to 95%, and we have the prospect of presuming degree of consciousness degradation from these results.
  • Keywords
    automobiles; computer vision; man-machine systems; real-time systems; tracking; traffic engineering computing; blink duration; consciousness degradation; driver assistance systems; driver blink measurement; drowsiness detection; eye tracking; human interface; intelligent transportation systems; motion picture processing; real time system; Degradation; Eyes; Image processing; Motion detection; Motion measurement; Motion pictures; Robustness; Shape measurement; Vehicle detection; Vehicle driving;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Transportation Systems, 2002. Proceedings. The IEEE 5th International Conference on
  • Print_ISBN
    0-7803-7389-8
  • Type

    conf

  • DOI
    10.1109/ITSC.2002.1041208
  • Filename
    1041208