Colour image enhancement using dark, local and global stretching techniques for screening of Myelodysplatic Syndrome (MDS)

The 2nd International Malaysia-Ireland Joint Symposium on Engineering, Science and Business 2012 (IMiEJS2012) jointly organized by Universiti Malaysia Perlis and Athlone Institute of Technology in collaboration with The Ministry of Higher Education (MOHE) Malaysia, Education Malaysia and Malaysia Po...

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Main Authors:	Norsima Nazirah, Sidek, Nurul Wahidah, M. F., Mohd Yusoff, Mashor, Prof. Dr., H., Rosline
Other Authors:	norsima.sidek@gmail.com
Format:	Working Paper
Language:	English
Published:	Universiti Malaysia Perlis (UniMAP) 2013
Subjects:	Colour image enhancement Ccreening of Myelodysplastic Syndrome (MDS) Dark stretching Local contrast stretching Global contrast stretching
Online Access:	http://dspace.unimap.edu.my/xmlui/handle/123456789/29181
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Institution:	Universiti Malaysia Perlis
Language:	English

id	my.unimap-29181
record_format	dspace
spelling	my.unimap-291812013-10-25T14:57:28Z Colour image enhancement using dark, local and global stretching techniques for screening of Myelodysplatic Syndrome (MDS) Norsima Nazirah, Sidek Nurul Wahidah, M. F. Mohd Yusoff, Mashor, Prof. Dr. H., Rosline norsima.sidek@gmail.com wn_wahidah@yahoo.com Colour image enhancement Ccreening of Myelodysplastic Syndrome (MDS) Dark stretching Local contrast stretching Global contrast stretching The 2nd International Malaysia-Ireland Joint Symposium on Engineering, Science and Business 2012 (IMiEJS2012) jointly organized by Universiti Malaysia Perlis and Athlone Institute of Technology in collaboration with The Ministry of Higher Education (MOHE) Malaysia, Education Malaysia and Malaysia Postgraduates Student Association Ireland (MyPSI), 18th - 19th June 2012 at Putra World Trade Center (PWTC), Kuala Lumpur, Malaysia. Myelodysplastic Syndrome (MDS) is a heterogenous group of disorders which are characterized by clonal and ineffective hematopoiesis. Peripheral blood smear or bone marrow aspirates smear analysis under microscope is a common method for detection of MDS. However, there are several factors that may degrade the image quality such as exposures, blurness and staining which sometimes result in false screening. Therefore, image enhancement processing is needed to obtain images with a better quality in term of contrast and intensity. This paper proposes three methods for colour image enhancement; dark contrast stretching, local contrast stretching and global contrast stretching techniques. All techniques are applied on the MDS images. The results show that the dark contrast stretching and global contrast stretching were successfully enhanced the image quality and improved the image contrast. 2013-10-25T14:57:28Z 2013-10-25T14:57:28Z 2012-06-18 Working Paper p. 423-429 978-967-5760-11-2 http://hdl.handle.net/123456789/29181 en Proceedings of the 2nd International Malaysia-Ireland Joint Symposium on Engineering, Science and Business 2012 (IMiEJS2012); Universiti Malaysia Perlis (UniMAP)
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	Colour image enhancement Ccreening of Myelodysplastic Syndrome (MDS) Dark stretching Local contrast stretching Global contrast stretching
spellingShingle	Colour image enhancement Ccreening of Myelodysplastic Syndrome (MDS) Dark stretching Local contrast stretching Global contrast stretching Norsima Nazirah, Sidek Nurul Wahidah, M. F. Mohd Yusoff, Mashor, Prof. Dr. H., Rosline Colour image enhancement using dark, local and global stretching techniques for screening of Myelodysplatic Syndrome (MDS)
description	The 2nd International Malaysia-Ireland Joint Symposium on Engineering, Science and Business 2012 (IMiEJS2012) jointly organized by Universiti Malaysia Perlis and Athlone Institute of Technology in collaboration with The Ministry of Higher Education (MOHE) Malaysia, Education Malaysia and Malaysia Postgraduates Student Association Ireland (MyPSI), 18th - 19th June 2012 at Putra World Trade Center (PWTC), Kuala Lumpur, Malaysia.
author2	norsima.sidek@gmail.com
author_facet	norsima.sidek@gmail.com Norsima Nazirah, Sidek Nurul Wahidah, M. F. Mohd Yusoff, Mashor, Prof. Dr. H., Rosline
format	Working Paper
author	Norsima Nazirah, Sidek Nurul Wahidah, M. F. Mohd Yusoff, Mashor, Prof. Dr. H., Rosline
author_sort	Norsima Nazirah, Sidek
title	Colour image enhancement using dark, local and global stretching techniques for screening of Myelodysplatic Syndrome (MDS)
title_short	Colour image enhancement using dark, local and global stretching techniques for screening of Myelodysplatic Syndrome (MDS)
title_full	Colour image enhancement using dark, local and global stretching techniques for screening of Myelodysplatic Syndrome (MDS)
title_fullStr	Colour image enhancement using dark, local and global stretching techniques for screening of Myelodysplatic Syndrome (MDS)
title_full_unstemmed	Colour image enhancement using dark, local and global stretching techniques for screening of Myelodysplatic Syndrome (MDS)
title_sort	colour image enhancement using dark, local and global stretching techniques for screening of myelodysplatic syndrome (mds)
publisher	Universiti Malaysia Perlis (UniMAP)
publishDate	2013
url	http://dspace.unimap.edu.my/xmlui/handle/123456789/29181
_version_	1643795574033481728

Colour image enhancement using dark, local and global stretching techniques for screening of Myelodysplatic Syndrome (MDS)

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