Browse > Article
http://dx.doi.org/10.6109/JKIICE.2009.13.12.2701

Image Processing for Mixed Noise Removal  

Lee, Kyung-Hyo (부경대학교 전기제어공학부)
Kim, Nam-Ho (부경대학교 전기제어공학부)
Abstract
There are Impulse noise and AWGN in a general image processing. Various methods have been proposed to remove these noises. Well-known filters are Mean, Min-max and Median filter and these show different characteristics depending on the noises. When Impulse noise and AWGN are in superposition environment, single filter doesn't remove noises well. Therefore in this paper, we suggested a switching filter using a probability of noise to restore images in this environment. And we compared a filter with conventional method through simulations.
Keywords
Noise; Mask; Mixed Noise; Digital Filter;
Citations & Related Records
연도 인용수 순위
  • Reference
1 Hough, P.V.C. 'Method and Means for Recognizing Complex Patterns.' U.S. Patent. 3,069,654. 1962
2 A. Restrepo and A. C. Bovik, 'adaptive trimmed mean filters for image restoration', IEEE Trans. Signal Process., vol. 36, pp. 1326-1337, Aug. 1988   DOI   ScienceOn
3 P. Ng and K. Ma, 'Switching Median Filter with Boundary Discriminative noise detection', IEEE Trans. Image Process., vol. 15, no. 6, pp. 1506-1516, June 2006   DOI   ScienceOn
4 L. Yin, R. Yang,M. Gabbouj and Y. Neuvo, 'Weighted median filters: a tutorial', IEEE Trans. Circuits Syst., vol. 43, pp. 157-192, 1996   DOI   ScienceOn
5 T. Chen and Hong Ren Wu, 'Adaptive Impulse Detection Using Center-Weighted Median Filters', IEEE Trans. Signal Processing Lett., vol. 8, pp. 1-3, 2001   DOI   ScienceOn
6 M. Werman and S. Peleg, 'Min-max operators in texture analysis', IEEE Trans. PAMI, vol. 7, pp. 730-733, Nov. 1985   DOI   ScienceOn
7 Y.Xu and E. M. Lai, 'Restoration of images contaminated by mixed Gaussian and impulse noise using a recursive minimum-maximum method', IEE Proc., Vis. Image Signal Process., vol. 145, pp. 264-270, 1998   DOI   ScienceOn
8 Xin Wang, 'Generalized Multistage Median Filter', IEEE Trans. Image Processing, vol. 1, pp. 1834-1838, 1992
9 P. S. Windyga, 'Fast impulsive noise removal', IEEE Trans. Image Processing, vol. 10, pp. 173-179, Jan. 2001   DOI   ScienceOn
10 S. J. Ko and Y. H. Lee, 'Center weighted median filters and their application to image enhan -cement', IEEE Trans. Circuits Syst., vol. 38, pp. 984-993, Sept. 1991   DOI   ScienceOn
11 H. L. Eng and K. K.Ma, 'Noise adaptive soft-switching median filter', IEEE Trans. Image Process., vol. 10, no.2, pp. 242-251, Feb. 2001   DOI   ScienceOn
12 H. Hwang and R. A. Haddad, 'Adaptive median filters: New algorithms and results', IEEE Trans. Image Process., vol. 4, no. 4, pp. 499-502, Apr. 1995   DOI   ScienceOn