Abstract This chapter mainly proposes a comprehensive method for detecting driver’s distraction and inattention. We introduce an asymmetric appearance-modelling method and an accurate 2D-to-3D registration technique to obtain the driver’s head pose, yawing detection, and head-nodding detection. Chapter 5 and this chapter present the first major objective of this book’s focus on “driver behaviour” (i.e. driver drowsiness and distraction detection). The final objective of this book is to develop an ADAS that correlates driver’s direction of attention to the road hazards, by analyzing both simultaneously. This is presented in Chap.  8


    Access

    Check access

    Check availability in my library

    Order at Subito €


    Export, share and cite



    Title :

    Driver Inattention Detection


    Contributors:


    Publication date :

    2017-01-01


    Size :

    19 pages





    Type of media :

    Article/Chapter (Book)


    Type of material :

    Electronic Resource


    Language :

    English




    Visual Monitoring of Driver Inattention

    Bergasa, Luis M. / Nuevo, Jesús / Sotelo, Miguel A. et al. | Springer Verlag | 2008


    Driver Inattention Monitoring System: A Review

    Ahir, Archana / Gohokar, Vinaya | IEEE | 2019


    Human-centric analysis of driver inattention

    Taib, Ronnie / Yu, Kun / Jung, Jessica et al. | IEEE | 2013


    HUMAN-CENTRIC ANALYSIS OF DRIVER INATTENTION

    Taib, R. / Yu, K. / Jung, J. et al. | British Library Conference Proceedings | 2013


    Driver distraction and driver inattention: Definition, relationship and taxonomy

    Regan, Michael A. / Hallett, Charlene / Gordon, Craig P. | Elsevier | 2011