• DocumentCode
    2694093
  • Title

    Affordable visual driver monitoring system for fatigue and monotony

  • Author

    Brandt, Thomas ; Stemmer, Ralf ; Rakotonirainy, Andry

  • Author_Institution
    GET Lab, Paderborn Univ., Germany
  • Volume
    7
  • fYear
    2004
  • fDate
    10-13 Oct. 2004
  • Firstpage
    6451
  • Abstract
    In this contribution we present a visual driver surveillance system to monitor the driver´s head motion as well as the eye blink patterns. Based on these measured features the system is able to detect symptoms of fatigue and monotony. The main advantages of the presented system in contrast to existing ones is the usage of standard equipment to achieve a good cost-performance ratio, fast computation time, the possibility of measurements in darkness and the consideration of monotony. The image analysis is realized in a coarse-to-fine architecture. At first the driver´s face is detected which is based on a boosted cascade of Haar wavelets. Then the eyes are searched in the face and occurring eye blinks measured by analyzing the optical flow of the eyes´ region. The performance of the system was tested successfully under ideal and natural conditions.
  • Keywords
    Haar transforms; computer vision; computerised monitoring; face recognition; image motion analysis; surveillance; traffic engineering computing; Haar wavelets; boosted cascade; face detection; image motion analysis; visual driver monitoring system; Computer architecture; Eyes; Face detection; Fatigue; Head; Image motion analysis; Measurement standards; Monitoring; Surveillance; Time measurement;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems, Man and Cybernetics, 2004 IEEE International Conference on
  • ISSN
    1062-922X
  • Print_ISBN
    0-7803-8566-7
  • Type

    conf

  • DOI
    10.1109/ICSMC.2004.1401415
  • Filename
    1401415