• DocumentCode
    1974707
  • Title

    Signal Exclusive Adaptive Average Filter for Impulse Noise Suppression

  • Author

    Wang, Yunhua ; DeBrunner, Linda S. ; Havlicek, Joseph P. ; Zhou, Dayong

  • Author_Institution
    Sch. of Electr. & Comput. Eng., Oklahoma Univ., Norman, OK
  • fYear
    0
  • fDate
    0-0 0
  • Firstpage
    51
  • Lastpage
    55
  • Abstract
    This paper introduces a novel signal exclusive adaptive average (SEAA) filter that offers good image denoising performance in applications characterized by impulsive or impulse-like noise. The proposed algorithm works well in suppressing impulse noise with noise ratios from 3% up to 60%. We begin by introducing a digital differentiation preprocessing step to quantify the increments in each local neighborhood of the noisy image. A homogeneity level map is then derived by adaptive thresholding and used to designate pixels as noise candidates. The initial selection is refined using a novel connected components labeling algorithm. Finally, the noise is attenuated by estimating the values of the noisy pixels with a linear filter applied exclusively to those neighborhood pixels not labeled as noise candidates. This approach bears similarity to several nonlinear techniques including alpha-trimmed means, selective averaging, and WMMR filters. Simulation results indicate that SEAA is better able to preserve 2-D edge structures from the original image and delivers better performance with less computational overhead as compared to competing nonlinear denoising algorithms
  • Keywords
    adaptive filters; edge detection; image denoising; impulse noise; 2D edge structures; adaptive thresholding; connected components labeling algorithm; digital differentiation preprocessing step; image denoising; impulse noise suppression; signal exclusive adaptive average filter; Adaptive filters; Application software; Filtering algorithms; Image denoising; Information filtering; Information filters; Noise level; Nonlinear filters; Signal to noise ratio; Statistics;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Analysis and Interpretation, 2006 IEEE Southwest Symposium on
  • Conference_Location
    Denver, CO
  • Print_ISBN
    1-4244-0069-4
  • Type

    conf

  • DOI
    10.1109/SSIAI.2006.1633720
  • Filename
    1633720