• DocumentCode
    679212
  • Title

    High-performance on-road vehicle detection in monocular images

  • Author

    Gabb, Michael ; Lohlein, Otto ; Wagner, Rene ; Westenberger, Antje ; Fritzsche, Martin ; Dietmayer, Klaus

  • Author_Institution
    Dept. of Meas., Control & Microtechnol., Univ. of Ulm, Ulm, Germany
  • fYear
    2013
  • fDate
    6-9 Oct. 2013
  • Firstpage
    336
  • Lastpage
    341
  • Abstract
    This paper addresses the problem of monocular vehicle detection for forward collision warning. We present a system that is able to process large images with high speed and delivers high detection rates at only one false alarm every 100 frames.
  • Keywords
    alarm systems; collision avoidance; image recognition; object detection; road vehicles; false alarm; forward collision warning; high detection rates; high performance on-road vehicle detection; monocular images; monocular vehicle detection; Artificial neural networks; Conferences; Detectors; Real-time systems; Search problems; Vehicle detection; Vehicles;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Transportation Systems - (ITSC), 2013 16th International IEEE Conference on
  • Conference_Location
    The Hague
  • Type

    conf

  • DOI
    10.1109/ITSC.2013.6728254
  • Filename
    6728254