Development of Traditional Algorithm Used in Denoising to Enhance Contrast of the Color Images
With the evolution of life and complexity there is a need to use the images in many scientific fields weather forecast, medical, engineering, and the fact that these images are a lot of distortion during capture due to the availability of cameras and Rate in abundance and in the hands of people who...
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doaj-ed94784250304033aa09bd5bab1009822020-11-25T04:06:57ZaraMosul UniversityAl-Rafidain Journal of Computer Sciences and Mathematics 1815-48162311-79902013-03-0110122723810.33899/csmj.2013.163454163454Development of Traditional Algorithm Used in Denoising to Enhance Contrast of the Color ImagesHanan Ali0Esraa Al-Majed1Asmaa Nadhim2Rahma Saleem3College of Computer Sciences and Mathematics University of Mosul, Mosul, IraqCollege of Computer Sciences and Mathematics University of Mosul, Mosul, IraqCollege of Computer Sciences and Mathematics University of Mosul, Mosul, IraqCollege of Computer Sciences and Mathematics University of Mosul, Mosul, IraWith the evolution of life and complexity there is a need to use the images in many scientific fields weather forecast, medical, engineering, and the fact that these images are a lot of distortion during capture due to the availability of cameras and Rate in abundance and in the hands of people who do not have enough experience in how to capture images in terms of quality lighting and distribution has become important use a variety of methods to improve these images show the best form of these methods and improve the image contrast (Contrast Enhancement). In this research applied traditional algorithm filter to improve the <strong>Adaptive Contrast Enhancement</strong> Global Filter (ACE _mean) and has been the development of this algorithm to a new two Hybrid algorithms to improve the contrast Enhancement (<strong>Median Contrast Enhancement</strong> ACE_median) and the other algorithm is (<strong>Max & Min Contrast Enhancement ACE_max&min</strong>). the two hybrid algorithms obtained from merging two available methods, first is the traditional algorithm (ACE_mean) with the second methods of another practice in improving the image is (<strong>Smoothing Images Enhancement</strong>) which is used to removing the noise from images .the results of each method were compared with the results of other algorithms to show the best of them.https://csmj.mosuljournals.com/article_163454_60b8d8a1d3e19d6e1b27dbe2583b33f9.pdfcontrastadaptive contrast enhancement global filter |
collection |
DOAJ |
language |
Arabic |
format |
Article |
sources |
DOAJ |
author |
Hanan Ali Esraa Al-Majed Asmaa Nadhim Rahma Saleem |
spellingShingle |
Hanan Ali Esraa Al-Majed Asmaa Nadhim Rahma Saleem Development of Traditional Algorithm Used in Denoising to Enhance Contrast of the Color Images Al-Rafidain Journal of Computer Sciences and Mathematics contrast adaptive contrast enhancement global filter |
author_facet |
Hanan Ali Esraa Al-Majed Asmaa Nadhim Rahma Saleem |
author_sort |
Hanan Ali |
title |
Development of Traditional Algorithm Used in Denoising to Enhance Contrast of the Color Images |
title_short |
Development of Traditional Algorithm Used in Denoising to Enhance Contrast of the Color Images |
title_full |
Development of Traditional Algorithm Used in Denoising to Enhance Contrast of the Color Images |
title_fullStr |
Development of Traditional Algorithm Used in Denoising to Enhance Contrast of the Color Images |
title_full_unstemmed |
Development of Traditional Algorithm Used in Denoising to Enhance Contrast of the Color Images |
title_sort |
development of traditional algorithm used in denoising to enhance contrast of the color images |
publisher |
Mosul University |
series |
Al-Rafidain Journal of Computer Sciences and Mathematics |
issn |
1815-4816 2311-7990 |
publishDate |
2013-03-01 |
description |
With the evolution of life and complexity there is a need to use the images in many scientific fields weather forecast, medical, engineering, and the fact that these images are a lot of distortion during capture due to the availability of cameras and Rate in abundance and in the hands of people who do not have enough experience in how to capture images in terms of quality lighting and distribution has become important use a variety of methods to improve these images show the best form of these methods and improve the image contrast (Contrast Enhancement).
In this research applied traditional algorithm filter to improve the <strong>Adaptive Contrast Enhancement</strong> Global Filter (ACE _mean) and has been the development of this algorithm to a new two Hybrid algorithms to improve the contrast Enhancement (<strong>Median Contrast Enhancement</strong> ACE_median) and the other algorithm is (<strong>Max & Min Contrast Enhancement ACE_max&min</strong>). the two hybrid algorithms obtained from merging two available methods, first is the traditional algorithm (ACE_mean) with the second methods of another practice in improving the image is (<strong>Smoothing Images Enhancement</strong>) which is used to removing the noise from images .the results of each method were compared with the results of other algorithms to show the best of them. |
topic |
contrast adaptive contrast enhancement global filter |
url |
https://csmj.mosuljournals.com/article_163454_60b8d8a1d3e19d6e1b27dbe2583b33f9.pdf |
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AT hananali developmentoftraditionalalgorithmusedindenoisingtoenhancecontrastofthecolorimages AT esraaalmajed developmentoftraditionalalgorithmusedindenoisingtoenhancecontrastofthecolorimages AT asmaanadhim developmentoftraditionalalgorithmusedindenoisingtoenhancecontrastofthecolorimages AT rahmasaleem developmentoftraditionalalgorithmusedindenoisingtoenhancecontrastofthecolorimages |
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