• DocumentCode
    2798224
  • Title

    Real-time detection of traffic signs on a multi-core processor

  • Author

    Ach, R. ; Luth, N. ; Techmer, A.

  • Author_Institution
    Fac. of Electr. Eng. & Inf. Technol., Univ. of Appl. Sci. Amberg-Weiden, Amberg
  • fYear
    2008
  • fDate
    4-6 June 2008
  • Firstpage
    307
  • Lastpage
    312
  • Abstract
    This paper presents the implementation of a traffic sign detection system on a multi-core processor. The approach, based on Viola-Jones, allows a fast, robust and reliable detection on grayscale images. The use of computer-graphics generated images supports an automatic process of the required generation of training data and a simple extension or adjustment to further traffic signs, different camera types and perspectives etc. The implementation fulfills the real-time constrain by consuming only 62.5% of the available computational power. An optimization of the memory consumption avoids the need of external memory.
  • Keywords
    computer graphics; image recognition; microprocessor chips; object detection; traffic information systems; camera-based driver assistance systems; computer-graphics; grayscale images; memory consumption; multicore processor; traffic sign detection system; traffic signs real-time detection; Cameras; Driver circuits; Image generation; Information technology; Layout; Multicore processing; Robustness; Traffic control; Training data; Vehicle detection;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Vehicles Symposium, 2008 IEEE
  • Conference_Location
    Eindhoven
  • ISSN
    1931-0587
  • Print_ISBN
    978-1-4244-2568-6
  • Electronic_ISBN
    1931-0587
  • Type

    conf

  • DOI
    10.1109/IVS.2008.4621211
  • Filename
    4621211