• DocumentCode
    2707617
  • Title

    Design of Gaussian star filter for reduction of periodic noise and quasi-periodic noise in gray level images

  • Author

    Ketenci, Seniha ; Gangal, Ali

  • Author_Institution
    Dept. of Electr. & Electron. Eng., Karadeniz Tech. Univ., Trabzon, Turkey
  • fYear
    2012
  • fDate
    2-4 July 2012
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    This paper proposes a new filtering method for periodic noise reduction in gray level images. The proposed filter consists of two orthogonal Gaussian filters with elliptic profile for each noise peak provided a star shaped filter. Therefore it is called “Gaussian star filter” (GaSF). The filter parameters for each noise peak are estimated by region growing algorithm in image amplitude spectrum. Obtained results show that the periodic noise and quasi periodic noise are effectively reduced by the GaSF filtering method.
  • Keywords
    Gaussian processes; filtering theory; image colour analysis; image denoising; GaSF; Gaussian star filter; elliptic profile; gray level images; orthogonal Gaussian filters; periodic noise reduction; quasi-periodic noise reduction; region growing algorithm; Algorithm design and analysis; Filtering; Filtering algorithms; Frequency domain analysis; Noise measurement; PSNR; gaussian filter; periodic noise; quasi-periodic noise; region growing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Innovations in Intelligent Systems and Applications (INISTA), 2012 International Symposium on
  • Conference_Location
    Trabzon
  • Print_ISBN
    978-1-4673-1446-6
  • Type

    conf

  • DOI
    10.1109/INISTA.2012.6246937
  • Filename
    6246937