• DocumentCode
    2367216
  • Title

    Vehicle detection and localization in infra-red images

  • Author

    Andreone, L. ; Antonello, P.C. ; Bertozzi, M. ; Broggi, A. ; Fascioli, A. ; Ranzato, D.

  • fYear
    2002
  • fDate
    2002
  • Firstpage
    141
  • Lastpage
    146
  • Abstract
    This paper presents an algorithm for detecting vehicles in FIX images. Initially the attention is focused on portions of the image that contains hot objects only. These areas are then selected and refined using aspect ratio and size constraints about vehicles; even situations with overlapping vehicles are considered. The result Is further investigated exploiting specific vehicle thermal characteristics. A simple tracking phase is performed to improve the detection results. Thanks to the knowledge of camera intrinsic parameters the distance of vehicles is computed using an assumption about vehicles width. The system proved to be effective in different scenarios, but further tests are required to validate it in a wider range of weather conditions. It is able detect vehicles in front of the vision system in the range 25 m-100 m at a 12 Hz processing rate.
  • Keywords
    automotive electronics; computerised navigation; image processing; infrared imaging; road vehicles; 12 Hz; 25 to 100 m; IR images; aspect ratio; infra-red images; overlapping vehicles; size constraints; vehicle detection; vehicle localization; vehicle thermal characteristics; Cameras; Heat engines; Infrared detectors; Infrared imaging; Infrared sensors; Phase detection; Road vehicles; System testing; Vehicle detection; Vehicle driving;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Transportation Systems, 2002. Proceedings. The IEEE 5th International Conference on
  • Print_ISBN
    0-7803-7389-8
  • Type

    conf

  • DOI
    10.1109/ITSC.2002.1041203
  • Filename
    1041203