• DocumentCode
    1864100
  • Title

    Hardware, Design and Implementation Issues on a Fpga-Based Smart Camera

  • Author

    Dias, Fabio ; Berry, François ; Sérot, Jocelyn ; Marmoiton, François

  • Author_Institution
    Univ. Blaise Pascal, Aubiere
  • fYear
    2007
  • fDate
    25-28 Sept. 2007
  • Firstpage
    20
  • Lastpage
    26
  • Abstract
    Processing images to extract useful information in real-time is a complex task, dealing with large amounts of iconic data and requiring intensive computation. Smart cameras use embedded processing to save the host system from the low-level processing load and to reduce communication flows and overheads. Field programmable devices present special interest for smart cameras design: flexibility, reconfigurability and parallel processing skills are some specially important features. In this paper we present a FPGA-based smart camera research platform. The hardware architecture is described, and some design issues are discussed. Our goal is to use the possibility to reconfigure the FPGA device in order to adapt the system architecture to a given application. To that, a design methodology, based on pre-programmed processing elements, is proposed and sketched. Some implementation issues are discussed and a template tracking application is given as example, with its experimental results.
  • Keywords
    CMOS image sensors; cameras; field programmable gate arrays; intelligent sensors; parallel processing; reconfigurable architectures; FPGA-based smart camera; field programmable devices; flexibility; hardware architecture; image processing; information extraction; parallel processing; preprogrammed processing elements; reconfigurability; template tracking application; Computer architecture; Data mining; Design methodology; Face detection; Face recognition; Field programmable gate arrays; Hardware; Image processing; Object detection; Smart cameras; FPGA-based system; Smart camera; design methodology; embedded image processing; reconfigurable architecture;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Distributed Smart Cameras, 2007. ICDSC '07. First ACM/IEEE International Conference on
  • Conference_Location
    Vienna
  • Print_ISBN
    978-1-4244-1354-6
  • Electronic_ISBN
    978-1-4244-1354-6
  • Type

    conf

  • DOI
    10.1109/ICDSC.2007.4357501
  • Filename
    4357501