• DocumentCode
    3594628
  • Title

    Gradient adaptive Gaussian image filter

  • Author

    Celik, Kayhan ; Sayan, Hasan Huseyin ; Demirci, Recep

  • Author_Institution
    Teknoloji Fak., Elektrik-Elektron. Muhendisligi Bolumu, Gazi Univ., Ankara, Turkey
  • fYear
    2015
  • Firstpage
    879
  • Lastpage
    882
  • Abstract
    In this study, a filter which uses the Gaussian function and selects its variance according to local properties of image without user intervention has been designed in order to eliminate the noise. Consequently, a gradient adaptive image filter that estimates variance and creates different kernel for each pixel in image has been obtained.
  • Keywords
    Gaussian processes; adaptive filters; image denoising; image filtering; Gaussian function; gradient adaptive Gaussian image filter; image local properties; noise elimination; Adaptive filters; Conferences; Image edge detection; Information filters; PSNR; Gaussian filter; Gradient; Image processing; Noise;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing and Communications Applications Conference (SIU), 2015 23th
  • Type

    conf

  • DOI
    10.1109/SIU.2015.7129970
  • Filename
    7129970
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3594628