• DocumentCode
    3061416
  • Title

    Architecture Design for Median Filter

  • Author

    Chatterjee, Subarna ; Ray, Ajoy Kumar ; Karim, Rezaul ; Biswas, Arindam

  • Author_Institution
    Dept. of IT, Bengal Eng. & Sci. Univ., Howrah, India
  • fYear
    2011
  • fDate
    15-17 Dec. 2011
  • Firstpage
    247
  • Lastpage
    250
  • Abstract
    Speckle is a type of multiplicative noise degrading visual quality in imaging using ultrasonography(USG) resulting in difficulty of assessment by experts. Thus speckle reduction algorithms are required for enhancing image quality of USG and assisting in their visual assessment. The objective of this work is to define an efficient technique for median filter of USG images. In this paper we have captured real life USG images, applied median filter algorithm to reduce noise, and proposed a suitable hardware architecture for the implementation of this algorithm. MATLAB has been used to develop our algorithm and logic verification of the proposed architecture has been done using VHDL. We have also done the simulation and FPGA based synthesis of the proposed architecture for the most commonly used target hardware to analyze the hardware cost.
  • Keywords
    biomedical ultrasonics; field programmable gate arrays; formal verification; hardware description languages; image denoising; image enhancement; median filters; medical image processing; FPGA based synthesis; MATLAB; USG image; VHDL; hardware architecture; image quality; logic verification; median filter architecture design; multiplicative noise degrading visual quality; speckle reduction algorithm; ultrasonography; visual assessment; Computer architecture; Filtering algorithms; Hardware; Maximum likelihood detection; Noise; Nonlinear filters; Sorting; Median Filte (MF);
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Vision, Pattern Recognition, Image Processing and Graphics (NCVPRIPG), 2011 Third National Conference on
  • Conference_Location
    Hubli, Karnataka
  • Print_ISBN
    978-1-4577-2102-1
  • Type

    conf

  • DOI
    10.1109/NCVPRIPG.2011.59
  • Filename
    6133047