Driver fatigue is an important cause of combination-unit traffic crashes and eyes are an important factor to embody driver's fatigue degree. At present, almost all of driver's eyes detecting and tracking systems are based on one camera. Such system of detecting and tracking eyes' features will give very lower accuracy. So a method of driver's eyes detection and tracking system using two cameras is proposed in this paper. It is based on a controllable camera and a fixed camera and the two cameras can communicate through serial port. The main principle is to collect the monitoring video of the cabin through camera A (shoot driver's upper body) at first, then locate the driver's face using rapid image processing algorithm in camera A. After that we control camera B (just shoot driver's face) through serial port according to face position in camera A and make it shoot driver's face all the time. At last, a new method which is based on combined Adaboost algorithm, particle filter and prior knowledge was applied to track driver's eyes in camera B.


    Access

    Check access

    Check availability in my library

    Order at Subito €


    Export, share and cite



    Title :

    Driver's Eyes Detection and Tracking System Using Two Cameras


    Contributors:
    Li, Lingling (author) / Chen, Yangzhou (author) / Xin, Le (author)

    Conference:

    Tenth International Conference of Chinese Transportation Professionals (ICCTP) ; 2010 ; Beijing, China


    Published in:

    ICCTP 2010 ; 2098-2108


    Publication date :

    2010-07-22




    Type of media :

    Conference paper


    Type of material :

    Electronic Resource


    Language :

    English




    Driver's Eyes Detection and Tracking System Using Two Cameras

    Li, L. / Chen, Y. / Xin, L. et al. | British Library Conference Proceedings | 2010


    How good are driver's eyes?

    Hoare, A.E. | Engineering Index Backfile | 1936


    Detection method of eyes opening and closing ratio for driver's fatigue monitoring

    Qijie Zhao / Junye Jiang / Zhigao Lei et al. | DOAJ | 2021

    Free access

    Detection method of eyes opening and closing ratio for driver's fatigue monitoring

    Zhao, Qijie / Jiang, Junye / Lei, Zhigao et al. | Wiley | 2021

    Free access

    Eyes from eyes: new cameras for structure from motion

    Neumann, J. / Fermuller, C. / Aloimonos, Y. | IEEE | 2002