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Modified global and modified linear contrast stretching algorithms: New colour contrast enhancement techniques for microscopic analysis of malaria slide images

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Main Authors: Aimi Salihah, Abdul-Nasir, Mohd Yusoff, Mashor, Prof. Dr., Zeehaida, Mohamed, Dr.
Other Authors: aimi_salihah@yahoo.com
Format: Article
Language:English
Published: Hindawi Publishing Corporation 2013
Subjects:
Malaria
Red blood cells
Plasmodium
Modified global contrast stretching (MGCS)
Online Access:http://dspace.unimap.edu.my/xmlui/handle/123456789/22904
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spelling my.unimap-229042013-01-08T02:16:57Z Modified global and modified linear contrast stretching algorithms: New colour contrast enhancement techniques for microscopic analysis of malaria slide images Aimi Salihah, Abdul-Nasir Mohd Yusoff, Mashor, Prof. Dr. Zeehaida, Mohamed, Dr. aimi_salihah@yahoo.com Malaria Red blood cells Plasmodium Modified global contrast stretching (MGCS) Link to publisher's homepage at http://www.hindawi.com/ Malaria is one of the serious global health problem, causing widespread sufferings and deaths in various parts of the world. With the large number of cases diagnosed over the year, early detection and accurate diagnosis which facilitates prompt treatment is an essential requirement to control malaria. For centuries now, manual microscopic examination of blood slide remains the gold standard for malaria diagnosis. However, low contrast of the malaria and variable smears quality are some factors that may influence the accuracy of interpretation by microbiologists. In order to reduce this problem, this paper aims to investigate the performance of the proposed contrast enhancement techniques namely, modified global and modified linear contrast stretching as well as the conventional global and linear contrast stretching that have been applied on malaria images of P. vivax species. The results show that the proposed modified global and modified linear contrast stretching techniques have successfully increased the contrast of the parasites and the infected red blood cells compared to the conventional global and linear contrast stretching. Hence, the resultant images would become useful to microbiologists for identification of various stages and species of malaria. 2013-01-08T02:16:57Z 2013-01-08T02:16:57Z 2012 Article Computational and Mathematical Methods in Medicine, vol. 2012, 2012, 16 pages 1748-670X http://www.hindawi.com/journals/cmmm/2012/637360/ http://hdl.handle.net/123456789/22904 en Hindawi Publishing Corporation
institution Universiti Malaysia Perlis
building UniMAP Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Perlis
content_source UniMAP Library Digital Repository
url_provider http://dspace.unimap.edu.my/
language English
topic Malaria
Red blood cells
Plasmodium
Modified global contrast stretching (MGCS)
spellingShingle Malaria
Red blood cells
Plasmodium
Modified global contrast stretching (MGCS)
Aimi Salihah, Abdul-Nasir
Mohd Yusoff, Mashor, Prof. Dr.
Zeehaida, Mohamed, Dr.
Modified global and modified linear contrast stretching algorithms: New colour contrast enhancement techniques for microscopic analysis of malaria slide images
description Link to publisher's homepage at http://www.hindawi.com/
author2 aimi_salihah@yahoo.com
author_facet aimi_salihah@yahoo.com
Aimi Salihah, Abdul-Nasir
Mohd Yusoff, Mashor, Prof. Dr.
Zeehaida, Mohamed, Dr.
format Article
author Aimi Salihah, Abdul-Nasir
Mohd Yusoff, Mashor, Prof. Dr.
Zeehaida, Mohamed, Dr.
author_sort Aimi Salihah, Abdul-Nasir
title Modified global and modified linear contrast stretching algorithms: New colour contrast enhancement techniques for microscopic analysis of malaria slide images
title_short Modified global and modified linear contrast stretching algorithms: New colour contrast enhancement techniques for microscopic analysis of malaria slide images
title_full Modified global and modified linear contrast stretching algorithms: New colour contrast enhancement techniques for microscopic analysis of malaria slide images
title_fullStr Modified global and modified linear contrast stretching algorithms: New colour contrast enhancement techniques for microscopic analysis of malaria slide images
title_full_unstemmed Modified global and modified linear contrast stretching algorithms: New colour contrast enhancement techniques for microscopic analysis of malaria slide images
title_sort modified global and modified linear contrast stretching algorithms: new colour contrast enhancement techniques for microscopic analysis of malaria slide images
publisher Hindawi Publishing Corporation
publishDate 2013
url http://dspace.unimap.edu.my/xmlui/handle/123456789/22904
_version_ 1643793832102330368
score 13.214268

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