• DocumentCode
    721188
  • Title

    Energy-efficient approximate 2D Gaussian smoothing filter for error tolerant applications

  • Author

    Kaushik, Sharda ; Kumar, N. V. S. V. Vijay

  • Author_Institution
    Gandhi Inst. of Technol. & Manage., Vishakapatnum, India
  • fYear
    2015
  • fDate
    12-13 June 2015
  • Firstpage
    789
  • Lastpage
    794
  • Abstract
    Present multimedia applications demand highly energy-efficient devices due to need of intensive computation. Most filtering applications engage 2D gaussian smooth filter which is slow and severely affects the performance. In this paper, we propose a novel energy efficient approximate 2D gaussian smoothing filter. The proposed approach is based on “Mirror Short Pixel Approximation” and rounding-off gaussian kernel coefficients. In Mirror Short Pixel Approximation the elements of input image block is replaced via mirror pixel value. The proposed approach is modelled in high level language to check efficacy on benchmark image, which results in minor degradation of image quality. The proposed design is realized on Virtex 6 FPGA. The Simulation results show reduction of 85%, 8%, 58% in area, power and delay respectively compared to existing approximate 2D gaussian smooth filter.
  • Keywords
    Gaussian processes; energy conservation; field programmable gate arrays; image filtering; multimedia computing; 2D Gaussian smoothing filter; Virtex 6 FPGA; energy-efficient approximate 2D Gaussian smoothing filter; error tolerant applications; filtering applications; highly energy-efficient devices; image quality degradation; input image block; intensive computation; mirror short pixel approximation; multimedia applications; Approximation methods; Boats; Complexity theory; Field programmable gate arrays; Hardware; Kernel; Mirrors; 2D Gaussian smooth filter; Error Tolerant; FPGA; Gaussian kernel; Mirror Short Pixel Approximation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Advance Computing Conference (IACC), 2015 IEEE International
  • Conference_Location
    Banglore
  • Print_ISBN
    978-1-4799-8046-8
  • Type

    conf

  • DOI
    10.1109/IADCC.2015.7154815
  • Filename
    7154815