• DocumentCode
    3313569
  • Title

    A Spatial Median Filter for noise removal in digital images

  • Author

    Church, James C. ; Chen, Yixin ; Rice, Stephen V.

  • Author_Institution
    Univ. of Mississippi, Oxford
  • fYear
    2008
  • fDate
    3-6 April 2008
  • Firstpage
    618
  • Lastpage
    623
  • Abstract
    In this paper, six different image filtering algorithms are compared based on their ability to reconstruct noise-affected images. The purpose of these algorithms is to remove noise from a signal that might occur through the transmission of an image. A new algorithm, the spatial median filter, is introduced and compared with current image smoothing techniques. Experimental results demonstrate that the proposed algorithm is comparable to these techniques. A modification to this algorithm is introduced to achieve more accurate reconstructions over other popular techniques.
  • Keywords
    image denoising; image reconstruction; median filters; smoothing methods; spatial filters; digital image noise removal; image filtering algorithm; image reconstruction; image smoothing technique; spatial median filter; Color; Digital cameras; Digital filters; Digital images; Digital photography; Filtering algorithms; Image reconstruction; Nonlinear filters; Signal processing algorithms; Smoothing methods;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Southeastcon, 2008. IEEE
  • Conference_Location
    Huntsville, AL
  • Print_ISBN
    978-1-4244-1883-1
  • Electronic_ISBN
    978-1-4244-1884-8
  • Type

    conf

  • DOI
    10.1109/SECON.2008.4494367
  • Filename
    4494367