• DocumentCode
    1894295
  • Title

    Robust profile face detection and rotation angle estimation of the driver´s head in a novel dazzling avoidance system

  • Author

    Liu, X. ; Wang, Q. ; Zhao, J. ; Graeser, A.

  • Author_Institution
    Inst. of Autom., Univ. of Bremen, Bremen, Germany
  • fYear
    2015
  • fDate
    June 28 2015-July 1 2015
  • Firstpage
    826
  • Lastpage
    831
  • Abstract
    This paper presents robust methods of detecting the profile face and estimating the rotation angle of the driver´s head in the ShadeVision system [1], which is a novel vision-based driving assistance system aiming to avoid the dazzling effect caused by strong external light. As the detection rate of dazzling effect highly relies on the brightness of the profile face [2], new algorithms need to be developed to realize the robust profile face detection in driving scenario. When there are multiple strong external light sources, the system needs to know where the driver´s sight is focusing in order to determine the light source that is dangerous to the driver [1]. To this end the precise rotation angle of the driver´s head is of great importance. The effectiveness of the developed algorithms is verified by the laboratory and field tests.
  • Keywords
    computer vision; driver information systems; face recognition; intelligent transportation systems; object detection; ShadeVision system; dazzling avoidance system; dazzling effect; detection rate; driver head; driver sight; external light sources; profile face brightness; robust profile face detection; rotation angle estimation; vision-based driving assistance system; Ear; Face; Face detection; Nose; Skin; Vehicles;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Vehicles Symposium (IV), 2015 IEEE
  • Conference_Location
    Seoul
  • Type

    conf

  • DOI
    10.1109/IVS.2015.7225787
  • Filename
    7225787