• DocumentCode
    1935558
  • Title

    Eye Tracing in Real-time Fatigue Driving Monitoring System

  • Author

    Yang, Jie ; Shi, Chunlin

  • Author_Institution
    Sch. of Inf. Eng., Wuhan Univ. of Technol.
  • Volume
    2
  • fYear
    2006
  • fDate
    16-20 2006
  • Abstract
    In the real-time fatigue monitoring system, accurate track of the driver´s eyes decides the reliability and practicability of the system. In this paper the method we adopt is, for images collected by infrared CCD camera, the frame-difference method is primarily adopted to locate the area of head. Laterly, we judge the image type according to whether the statistic pixel is suitable to the characteristic of complexion. As for colored image, we make use of the characteristic of complexion clustering to locate the face then apply the hybrid projection function to track the eyes; as for the infrared image, we apply the image differential projection function to locate the candidated district of eyes, further locate the eyes through Hough transform. The experiment results indicate that the proposed scheme can eliminate the impact brought by light changes in driver´s cab and exactly trace the eyes; meanwhile it has applied values to some extent
  • Keywords
    CCD image sensors; Hough transforms; computerised monitoring; image colour analysis; statistical analysis; Hough transform; complexion clustering characteristic; eye tracing; frame-difference method; image color; image differential projection function; infrared CCD camera; real-time fatigue driving monitoring system; statistic pixel; Charge coupled devices; Charge-coupled image sensors; Eyes; Fatigue; Head; Infrared imaging; Monitoring; Pixel; Real time systems; Statistics;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing, 2006 8th International Conference on
  • Conference_Location
    Beijing
  • Print_ISBN
    0-7803-9736-3
  • Electronic_ISBN
    0-7803-9736-3
  • Type

    conf

  • DOI
    10.1109/ICOSP.2006.345595
  • Filename
    4129076