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IJSEA Archive (Volume 2, Issue 10)

International Journal of Science and Engineering Applications (IJSEA)  (Volume 2, Issue 10 - October 2013)

A NEW METHOD OF IMPULSE NOISE REDUCTION IN GRAY AND COLOR IMAGES BY FUZZY FILTER

M.Harikrishnan, R.Viswanathan

10.7753/IJSEA0210.1001




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        Keywords: Threshold, impulse noise, denoising, fuzzy filter, fuzzification, defuzzification.

Abstract References BibText


        Image Reduction is one of the most important image processing tasks. In this article, a new fuzzy filter is presented for the removal of impulse noise in gray and color images. The filter consists of two stages. In the first stage, using trapezoid membership function four values are used to detect whether a given pixel contains noise or not. In the second stage fuzzy enhanced classifier is applied successively to remove the impulse noise in gray and color images. Experimental results are obtained to show the feasibility of the proposed approach. These results are also compared to other filters by numerical measures and visual inspection.


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@article{harikrishnan02101001,
title = "A NEW METHOD OF IMPULSE NOISE REDUCTION IN GRAY AND COLOR IMAGES BY FUZZY FILTER ",
journal = "International Journal of Science and Engineering Applications (IJSEA)",
volume = "2",
number = "10",
pages = "182 - 185",
year = "2013",
author = " M.Harikrishnan, R.Viswanathan ",
}