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.
Gaze Fixation System for the Evaluation of Driver Distractions Induced by IVIS
IEEE Transactions on Intelligent Transportation Systems ; 13 , 3 ; 1167-1178
2012-09-01
979089 byte
Aufsatz (Zeitschrift)
Elektronische Ressource
Englisch
Gaze Fixation System for the Evaluation of Driver Distractions Induced by IVIS
Online Contents | 2012
|An Evaluation of the IVIS-DEMAnD Driver Attention Demand Model
SAE Technical Papers | 2002
|An evaluation of the IVIS-DEMAnD driver attention demand model
Kraftfahrwesen | 2002
|2002-01-0092 An Evaluation of the IVIS-DEMAnD Driver Attention Demand Model
British Library Conference Proceedings | 2002
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