• DocumentCode
    714607
  • Title

    Edge preserving image denoising method based on averaging

  • Author

    Duman, Elvan ; Erdem, O. Ayhan

  • Author_Institution
    Teknoloji Fak., Gazi Univ., Ankara, Turkey
  • fYear
    2015
  • fDate
    16-19 May 2015
  • Firstpage
    1857
  • Lastpage
    1860
  • Abstract
    Image denoising is an important task in image processing. Various filtering techniques has been developed for image denoising but the algorithms have specific limitations. The main feature of a good image denoising technique is that it will remove noise while preserving structure of image. In this paper, we present a new image denoising method based on averaging. The denoising performance is measured according to PSNR (Peak Signal-to-Nosie Ratio) metric by employing experiments. Experimental results show that the proposed method removes noise significantly and preserve image edges.
  • Keywords
    image denoising; image filtering; PSNR; edge preserving image denoising; filtering techniques; image processing; image structure; peak signal-to-nosie ratio; Image denoising; Image edge detection; Noise reduction; PSNR; Speckle; Edge preserving; Image denoising; Image processing; Mean filter;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing and Communications Applications Conference (SIU), 2015 23th
  • Conference_Location
    Malatya
  • Type

    conf

  • DOI
    10.1109/SIU.2015.7130218
  • Filename
    7130218