• DocumentCode
    3395649
  • Title

    Fast median filtering algorithm based on FPGA

  • Author

    Wei, Pingjun ; Zhang, Liang ; Ma, Changzheng ; Yeo, Tat Soon

  • Author_Institution
    Sch. of Electr. Inf., Zhongyuan Univ. of Technol., Zhengzhou, China
  • fYear
    2010
  • fDate
    24-28 Oct. 2010
  • Firstpage
    426
  • Lastpage
    429
  • Abstract
    Median filter has good capabilities for reducing a variety kind of random noise, and causes less ambiguity than linear smoothing filters under same processing size. In order to suppress the impulse noise of digital video signal and meet the system´s needs of real-time, it is of great significance to do fast filtering of image based on hardware. By analyzing the common 3×3 filtering window´s mathematical model, this paper proposes a fast median filtering algorithm based on field programmable gate array (FPGA) and the scheme design. According to the characteristics of parallel structures and its suitable for pipeline design of FPGA. VHDL and schematic design are used in this paper to design the implement circuit. Quartus II is used for timing simulation. The results show that it can filter the impulse noise in real time and improves the quality of image.
  • Keywords
    field programmable gate arrays; hardware description languages; median filters; smoothing methods; FPGA; Quartus II; VHDL; digital video signal; field programmable gate array; linear smoothing filter; median filtering algorithm; random noise; schematic design; timing simulation; Algorithm design and analysis; Field programmable gate arrays; Filtering; Filtering algorithms; Hardware; Noise; Pixel; Quartus II; VHDL; fast median filtering: FPGA; image processing; schematic;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing (ICSP), 2010 IEEE 10th International Conference on
  • Conference_Location
    Beijing
  • Print_ISBN
    978-1-4244-5897-4
  • Type

    conf

  • DOI
    10.1109/ICOSP.2010.5655365
  • Filename
    5655365