• DocumentCode
    2869537
  • Title

    A new vehicle detection algorithm for real-time image processing system

  • Author

    Lan, Jinhui ; Zhang, Meng

  • Author_Institution
    Sch. of Inf. Eng., Univ. of Sci. & Technol. Beijing, Beijing, China
  • Volume
    10
  • fYear
    2010
  • fDate
    22-24 Oct. 2010
  • Abstract
    Target detection system based on visible image sensor is applied in many fields. In vehicle detection field, people are now paying more and more attention to the research on finding a real-time vehicle detection system and algorithm with preferable precision. This paper designs a real-time system based on digital signal processing (DSP) TMS320DM643 and proposes a fast and robust corner detection algorithm for vehicle detection. The new corner detector is based on a novel mask which uses only the margin information of two circles. Then the features of corners are extracts to recognize vehicle target. The experiments show that the developed DSP system and the vehicle detection algorithm can fulfill the requirement of real-time applications and can be effective to achieve a higher precision for vehicle detection.
  • Keywords
    digital signal processing chips; image processing; object detection; traffic engineering computing; vehicles; DSP TMS320DM643; corner detection algorithm; digital signal processing; real-time image processing system; target detection; vehicle detection algorithm; visible image sensor; Image resolution; Robustness; DSP; corner detector; real-time; vehicle detection;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Application and System Modeling (ICCASM), 2010 International Conference on
  • Conference_Location
    Taiyuan
  • Print_ISBN
    978-1-4244-7235-2
  • Electronic_ISBN
    978-1-4244-7237-6
  • Type

    conf

  • DOI
    10.1109/ICCASM.2010.5622921
  • Filename
    5622921