• DocumentCode
    2638751
  • Title

    Face detection and head tracking using stereo and thermal infrared cameras for "smart" airbags: a comparative analysis

  • Author

    Krotosky, Stephen J. ; Cheng, Shinko Y. ; Trivedi, Mohan M.

  • Author_Institution
    Comput. Vision & Robotics Res. Lab., California Univ., San Diego, La Jolla, CA, USA
  • fYear
    2004
  • fDate
    3-6 Oct. 2004
  • Firstpage
    17
  • Lastpage
    22
  • Abstract
    Vision based systems for "smart" airbag systems aim to give precise information about occupant pose and location. This information can be used to make intelligent airbag deployment decisions. This paper reviews both a stereo-based and long wave infrared-based system for "smart" airbag deployment. The algorithms are systematically evaluated through extensive real-time occupant tests. Data for both algorithms is simultaneously collected and evaluated for viability in an intelligent airbag system. Results of these experimental trials show the feasibility of each video based occupant position analysis system. Advantages and drawbacks of each method are discussed and potential solutions are suggested.
  • Keywords
    automobiles; cameras; computer vision; face recognition; infrared imaging; road accidents; road safety; safety devices; stereo image processing; automobiles; face detection; head tracking; intelligent airbag deployment decisions; long wave infrared based system; real time occupant tests; road accidents; road safety; smart intelligent airbag system; stereo infrared cameras; thermal infrared cameras; video based occupant position analysis system; vision based systems; Automobiles; Face detection; Information analysis; Infrared detectors; Intelligent systems; Lighting; Machine vision; Real time systems; Smart cameras; System testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Transportation Systems, 2004. Proceedings. The 7th International IEEE Conference on
  • Print_ISBN
    0-7803-8500-4
  • Type

    conf

  • DOI
    10.1109/ITSC.2004.1398865
  • Filename
    1398865