• DocumentCode
    604238
  • Title

    FPGA-based video system for real time moving object detection

  • Author

    Lopez-Bravo, A. ; Diaz-Carmona, J. ; Ramirez-Agundis, A. ; Padilla-Medina, A. ; Prado-Olivarez, J.

  • Author_Institution
    Electron. Eng. Dept., Technol. Inst. of Celaya, Celaya, Mexico
  • fYear
    2013
  • fDate
    11-13 March 2013
  • Firstpage
    92
  • Lastpage
    97
  • Abstract
    Real time detection of moving objects from a video sequence has become an important role in computer vision field. Applications such as traffic control systems, surveillance systems, robotics vision and even more complex tasks such as human face recognition are currently subject of research. Although for some limited video applications the real time movement detection through a serial processor-based system represents a good solution, the use of the inherently concurrent processing and reconfigurability of FPGA´s can be substantially beneficial in processing video algorithms for frames with high resolution. This paper describes the design of a background image subtraction method and its FPGA implementation for detecting a moving object in surveillance video applications with high resolution frames. As proposed system input is a video signal with a resolution of 720 × 480 pixels, and as system output is the frame zone where object movement is taking place. Although the described system is for one object movement, the proposed processing algorithm can be extended for the detection of more objects. According to obtained experimental results the proposed system represents a good option for real time detection of object movements with a speed up to 3 m/s.
  • Keywords
    computer vision; field programmable gate arrays; object detection; real-time systems; reconfigurable architectures; video signal processing; video surveillance; FPGA reconfigurability; FPGA-based video system; background image subtraction; computer vision field; high resolution frames; object movement; real time movement detection; real time moving object detection; serial processor-based system; surveillance video applications; video algorithms; video sequence; video signal resolution; Field programmable gate arrays; Hardware; Image color analysis; Image resolution; Random access memory; Real-time systems; Streaming media; FGPA; Moving object detection; Video processing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electronics, Communications and Computing (CONIELECOMP), 2013 International Conference on
  • Conference_Location
    Cholula
  • Print_ISBN
    978-1-4673-6156-9
  • Type

    conf

  • DOI
    10.1109/CONIELECOMP.2013.6525766
  • Filename
    6525766