• DocumentCode
    2013214
  • Title

    Towards rain detection through use of in-vehicle multipurpose cameras

  • Author

    Cord, Aurélien ; Aubert, Didier

  • Author_Institution
    IFSTTAR, UniverSud, Versailles, France
  • fYear
    2011
  • fDate
    5-9 June 2011
  • Firstpage
    833
  • Lastpage
    838
  • Abstract
    Advanced Driver Assistance Systems (ADAS) based on video camera tends to be generalized in today´s automotive. However, if most of these systems perform nicely in good weather conditions, they perform very poorly under adverse weather particularly under rain. We present a novel approach that aims at detecting raindrops on a car windshield using only images from an in-vehicle camera. Based on the photometric properties of raindrops, the algorithm relies on image processing technics to highlight raindrops. Its results can be further used for image restoration and vision enhancement and hence it is a valuable tool for ADAS.
  • Keywords
    automotive components; driver information systems; image enhancement; image restoration; image sensors; rain; video cameras; advanced driver assistance systems; car windshield; image processing technique; image restoration; in-vehicle multipurpose cameras; photometric properties; raindrops detection; video camera; vision enhancement; Automotive components; Cameras; Driver circuits; Pixel; Rain; Roads; Sensors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Vehicles Symposium (IV), 2011 IEEE
  • Conference_Location
    Baden-Baden
  • ISSN
    1931-0587
  • Print_ISBN
    978-1-4577-0890-9
  • Type

    conf

  • DOI
    10.1109/IVS.2011.5940484
  • Filename
    5940484