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Image enhancement technique using partial contrast stretching on abnormal Bone Marrow images for Leukemia screening

International Postgraduate Conference On Engineering (IPCE 2010), 16th - 17th October 2010 organized by Centre for Graduate Studies, Universiti Malaysia Perlis (UniMAP) at School of Mechatronic Engineering, Pauh Putra Campus, Perlis, Malaysia.

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Bibliographic Details
Main Authors: E. U., Francis, Mohd Yusoff, Mashor, Prof. Dr., Azian Azamimi, Abdullah, Roseline, Hassan, Dr.
Other Authors: elsie_francis86@yahoo.com
Format: Working Paper
Language:English
Published: Universiti Malaysia Perlis (UniMAP) 2012
Subjects:
Image enhancement
Leukemia
Bone Marrow
White Blood Cells (WBCs)
Blood disease
Blood cancer
Online Access:http://dspace.unimap.edu.my/xmlui/handle/123456789/21637
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spelling my.unimap-216372012-11-06T08:49:15Z Image enhancement technique using partial contrast stretching on abnormal Bone Marrow images for Leukemia screening E. U., Francis Mohd Yusoff, Mashor, Prof. Dr. Azian Azamimi, Abdullah Roseline, Hassan, Dr. elsie_francis86@yahoo.com roslin@kb.usm.my Image enhancement Leukemia Bone Marrow White Blood Cells (WBCs) Blood disease Blood cancer International Postgraduate Conference On Engineering (IPCE 2010), 16th - 17th October 2010 organized by Centre for Graduate Studies, Universiti Malaysia Perlis (UniMAP) at School of Mechatronic Engineering, Pauh Putra Campus, Perlis, Malaysia. Image Enhancement is a very useful pre-processing method that is implemented on biomedical images to eliminate poor contrast, thus improve interpretability for human’s vision. In Leukemia, the Bone Marrow generally makes a lot of abnormal White Blood Cells (WBCs) which do not function normally and do not die as they normally should. Leukemia can affects any five types of the WBCs; Neutrophils, Basophils, Eosinophils, Monocytes and Lymphocytes. In order to screen for Leukemia, the experts currently used a microscope to select the region of interest on bone marrow slide, detect the WBC, determined which class cell does the WBC belongs to based on his experience and knowledge and repeat the whole process until all cells in the region of interest are counted. This is a very tedious process even for an expert. Hence, a clear and clean image of Bone Marrow slide is firstly needed and preferred before the whole tiresome process takes place consecutively to avoid misinterpretation that might leads to misdiagnosis. In this paper, Partial Contrast Stretching has been implemented on images of Bone Marrow slides. The resulting images are enhanced to a better contrast compared to the original ones. 2012-11-06T08:43:20Z 2012-11-06T08:43:20Z 2010-10-16 Working Paper 978-967-5760-03-7 http://hdl.handle.net/123456789/21637 en Proceedings of the International Postgraduate Conference on Engineering (IPCE 2010) Universiti Malaysia Perlis (UniMAP) Centre for Graduate Studies
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 Image enhancement
Leukemia
Bone Marrow
White Blood Cells (WBCs)
Blood disease
Blood cancer
spellingShingle Image enhancement
Leukemia
Bone Marrow
White Blood Cells (WBCs)
Blood disease
Blood cancer
E. U., Francis
Mohd Yusoff, Mashor, Prof. Dr.
Azian Azamimi, Abdullah
Roseline, Hassan, Dr.
Image enhancement technique using partial contrast stretching on abnormal Bone Marrow images for Leukemia screening
description International Postgraduate Conference On Engineering (IPCE 2010), 16th - 17th October 2010 organized by Centre for Graduate Studies, Universiti Malaysia Perlis (UniMAP) at School of Mechatronic Engineering, Pauh Putra Campus, Perlis, Malaysia.
author2 elsie_francis86@yahoo.com
author_facet elsie_francis86@yahoo.com
E. U., Francis
Mohd Yusoff, Mashor, Prof. Dr.
Azian Azamimi, Abdullah
Roseline, Hassan, Dr.
format Working Paper
author E. U., Francis
Mohd Yusoff, Mashor, Prof. Dr.
Azian Azamimi, Abdullah
Roseline, Hassan, Dr.
author_sort E. U., Francis
title Image enhancement technique using partial contrast stretching on abnormal Bone Marrow images for Leukemia screening
title_short Image enhancement technique using partial contrast stretching on abnormal Bone Marrow images for Leukemia screening
title_full Image enhancement technique using partial contrast stretching on abnormal Bone Marrow images for Leukemia screening
title_fullStr Image enhancement technique using partial contrast stretching on abnormal Bone Marrow images for Leukemia screening
title_full_unstemmed Image enhancement technique using partial contrast stretching on abnormal Bone Marrow images for Leukemia screening
title_sort image enhancement technique using partial contrast stretching on abnormal bone marrow images for leukemia screening
publisher Universiti Malaysia Perlis (UniMAP)
publishDate 2012
url http://dspace.unimap.edu.my/xmlui/handle/123456789/21637
_version_ 1643793416866234368
score 13.214268

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