• DocumentCode
    1899510
  • Title

    An Adaptive Layered Median Filter Algorithm

  • Author

    Zhou Zehua ; Huang Hui

  • Author_Institution
    Dept. of Electron. & Electr. Eng., Hefei Univ., Hefei, China
  • Volume
    2
  • fYear
    2012
  • fDate
    23-25 March 2012
  • Firstpage
    428
  • Lastpage
    431
  • Abstract
    As image noise has an effect upon the consequent results of image, it is necessary to denoise image before the following pretreatment. In order to overcome the disadvantages of traditional median filtering algorithm, an adaptive layered median filtering algorithm was proposed in this paper. To begin with the algorithm adopted the concept of block division to discriminate and demarcate salt & pepper noise, which can be filtered out by the application of adaptive layered median filtering algorithm. The experiment results demonstrated that this technique was workable as it can protect image details effectively when reducing the noises.
  • Keywords
    adaptive filters; image denoising; median filters; adaptive layered median filter; block division; image denoising; salt & pepper noise; Adaptive filters; Filtering algorithms; Maximum likelihood detection; Noise; Nonlinear filters; Signal processing algorithms; adaptive layered median filter; median filter; noise detection; salt&pepper noise;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Science and Electronics Engineering (ICCSEE), 2012 International Conference on
  • Conference_Location
    Hangzhou
  • Print_ISBN
    978-1-4673-0689-8
  • Type

    conf

  • DOI
    10.1109/ICCSEE.2012.143
  • Filename
    6188055