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Reseach Article

ZA Special Filter to Eliminate Salt and Pepper Noise from Gray and Color Images

by Saleh A. Khawatreh, Jihad Nader, Mohammad S. Khrisat, Yousif Eltous, Ziad Alqadi
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 175 - Number 11
Year of Publication: 2020
Authors: Saleh A. Khawatreh, Jihad Nader, Mohammad S. Khrisat, Yousif Eltous, Ziad Alqadi
10.5120/ijca2020920601

Saleh A. Khawatreh, Jihad Nader, Mohammad S. Khrisat, Yousif Eltous, Ziad Alqadi . ZA Special Filter to Eliminate Salt and Pepper Noise from Gray and Color Images. International Journal of Computer Applications. 175, 11 ( Aug 2020), 36-42. DOI=10.5120/ijca2020920601

@article{ 10.5120/ijca2020920601,
author = { Saleh A. Khawatreh, Jihad Nader, Mohammad S. Khrisat, Yousif Eltous, Ziad Alqadi },
title = { ZA Special Filter to Eliminate Salt and Pepper Noise from Gray and Color Images },
journal = { International Journal of Computer Applications },
issue_date = { Aug 2020 },
volume = { 175 },
number = { 11 },
month = { Aug },
year = { 2020 },
issn = { 0975-8887 },
pages = { 36-42 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume175/number11/31500-2020920601/ },
doi = { 10.5120/ijca2020920601 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-07T00:24:47.578949+05:30
%A Saleh A. Khawatreh
%A Jihad Nader
%A Mohammad S. Khrisat
%A Yousif Eltous
%A Ziad Alqadi
%T ZA Special Filter to Eliminate Salt and Pepper Noise from Gray and Color Images
%J International Journal of Computer Applications
%@ 0975-8887
%V 175
%N 11
%P 36-42
%D 2020
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Color images are the most important and most common digital data circulating between people and institutions due to their use in various computer applications, which requires removing noise from them to become clear and comfortable to the eye and to facilitate the process of processing them. In this paper research we will introduce a special ZA filter, which can efficiently used to eliminate salt and pepper noise from both gray and color images. The proposed filter will be tested using various images with various noise ratios; the PSNR and MSE values between the clean and de-noised will be calculated. The obtained experimental results will be compared median and average filters results in order to raise some judgments.

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Index Terms

Computer Science
Information Sciences

Keywords

RGB color image gray image median filter average filter salt and pepper noise noise ratio PSNR MSE.