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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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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
score 13.214268

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