This paper presents a nonintrusive prototype computer vision system for monitoring a driver's vigilance in real time. It is based on a hardware system for the real-time acquisition of a driver's images using an active IR illuminator and the software implementation for monitoring some visual behaviors that characterize a driver's level of vigilance. Six parameters are calculated: Percent eye closure (PERCLOS), eye closure duration, blink frequency, nodding frequency, face position, and fixed gaze. These parameters are combined using a fuzzy classifier to infer the level of inattentiveness of the driver. The use of multiple visual parameters and the fusion of these parameters yield a more robust and accurate inattention characterization than by using a single parameter. The system has been tested with different sequences recorded in night and day driving conditions in a motorway and with different users. Some experimental results and conclusions about the performance of the system are presented


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    Titel :

    Real-time system for monitoring driver vigilance


    Beteiligte:
    Bergasa, L.M. (Autor:in) / Nuevo, J. (Autor:in) / Sotelo, M.A. (Autor:in) / Barea, R. (Autor:in) / Lopez, M.E. (Autor:in)


    Erscheinungsdatum :

    01.03.2006


    Format / Umfang :

    604526 byte




    Medientyp :

    Aufsatz (Zeitschrift)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch



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