• DocumentCode
    3496916
  • Title

    Fast technique for mixed Gaussian and impulsive noise suppression in color images

  • Author

    Smolka, Bogdan ; Malik, Krystyna

  • Author_Institution
    Dept. of Autom. Control, Silesian Univ. of Technol., Gliwice, Poland
  • fYear
    2013
  • fDate
    9-12 Sept. 2013
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    In this paper an efficient filtering technique intended for the reduction of mixed Gaussian and impulsive noise in digital color images is presented. The proposed method is utilizing the concept of trimmed cumulative distances assigned to pixels from the local filtering window, which serve as measures of a local image homogeneity. The filter output is defined as a weighted average of the pixels in the processing window and the weights are constructed using the measures of pixel corruption. The proposed design is very fast and outperforms the state-of-the-art denoising schemes in terms of image restoration quality measures.
  • Keywords
    Gaussian noise; filtering theory; image colour analysis; image denoising; image restoration; impulse noise; quality control; digital color images; efficient filtering technique; image restoration quality; impulsive noise suppression; mixed Gaussian noise; state-of-the-art denoising schemes; Color; Gaussian noise; Image restoration; Noise reduction; PSNR; Vectors; image enhancement; impulsive noise removal;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    AFRICON, 2013
  • Conference_Location
    Pointe-Aux-Piments
  • ISSN
    2153-0025
  • Print_ISBN
    978-1-4673-5940-5
  • Type

    conf

  • DOI
    10.1109/AFRCON.2013.6757815
  • Filename
    6757815