• DocumentCode
    580510
  • Title

    FPGA implementation of camera tamper detection in real-time

  • Author

    Kryjak, Tomasz ; Komorkiewicz, Mateusz ; Gorgon, Marek

  • Author_Institution
    AGH Univ. of Sci. & Technol., Krakow, Poland
  • fYear
    2012
  • fDate
    23-25 Oct. 2012
  • Firstpage
    1
  • Lastpage
    8
  • Abstract
    Video surveillance systems are becoming very common nowadays. Cameras installed in many places are exposed to sabotage or tampering. This can be done by covering the camera lens, changing the focus of the camera lens or changing the camera position to prevent proper registration of the surveilled area. This paper describes a hardware implementation of a system that can detect these kind of events. The algorithm is based on background modelling, histograms comparison, edges comparison and analysis of the image´s average brightness. In was described in a hardware description language in a pipeline manner and implemented in an FPGA device. Real-time processing of a video stream with a resolution of 640×480@60 frames per second was achieved. Tests performed on several sequences demonstrated the usefulness of the presented solution.
  • Keywords
    edge detection; field programmable gate arrays; image registration; video streaming; video surveillance; FPGA implementation; average brightness; background modelling; camera lens; camera tamper detection; edges comparison; hardware description language; hardware implementation; histograms comparison; real-time processing; video stream; video surveillance systems; Analytical models; Cameras; Field programmable gate arrays; Hardware; Histograms; Image edge detection; Mathematical model; FPGA; background generation; camera sabotage detection; camera tampering detection; real-time video processing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Design and Architectures for Signal and Image Processing (DASIP), 2012 Conference on
  • Conference_Location
    Karlsruhe
  • Print_ISBN
    978-1-4673-2089-4
  • Electronic_ISBN
    978-2-9539987-4-0
  • Type

    conf

  • Filename
    6385386