We present a method to monitor driver distraction based on a stereo camera to estimate the face pose and gaze of a driver in real time. A coarse eye direction is composed of face pose estimation to obtain the gaze and driver's fixation area in the scene, which is a parameter that gives much information about the distraction pattern of the driver. The system does not require any subject-specific calibration; it is robust to fast and wide head rotations and works under low-lighting conditions. The system provides some consistent statistics, which help psychologists to assess the driver distraction patterns under influence of different in-vehicle information systems (IVISs). These statistics are objective, as the drivers are not required to report their own distraction states. The proposed gaze fixation system has been tested on a set of challenging driving experiments directed by a team of psychologists in a naturalistic driving simulator. This simulator mimics conditions present in real driving, including weather changes, maneuvering, and distractions due to IVISs. Professional drivers participated in the tests.


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    Titel :

    Gaze Fixation System for the Evaluation of Driver Distractions Induced by IVIS


    Beteiligte:
    Jiménez, Pedro (Autor:in) / Bergasa, Luis M. (Autor:in) / Nuevo, Jesús (Autor:in) / Hernández, Noelia (Autor:in) / Daza, Ivan G. (Autor:in)


    Erscheinungsdatum :

    2012-09-01


    Format / Umfang :

    979089 byte




    Medientyp :

    Aufsatz (Zeitschrift)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch




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