Improving blast segmentation of acute myelogenous leukaemia (AML) images using bright stretching technique

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:	Aimi Salihah, Abdul Nasir, Mohd Yusoff, Mashor, Prof. Dr., Azian Azamimi, Abdullah
Other Authors:	aimi_salihah@yahoo.com
Format:	Working Paper
Language:	English
Published:	Universiti Malaysia Perlis (UniMAP) 2012
Subjects:	Acute leukemia Contrast enhancements Acute Myelogenous Leukemia (AML) Leukaemia Blood cancer Colour image segmentation
Online Access:	http://dspace.unimap.edu.my/xmlui/handle/123456789/21623
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Institution:	Universiti Malaysia Perlis
Language:	English

id	my.unimap-21623
record_format	dspace
spelling	my.unimap-216232014-06-27T09:48:53Z Improving blast segmentation of acute myelogenous leukaemia (AML) images using bright stretching technique Aimi Salihah, Abdul Nasir Mohd Yusoff, Mashor, Prof. Dr. Azian Azamimi, Abdullah aimi_salihah@yahoo.com Acute leukemia Contrast enhancements Acute Myelogenous Leukemia (AML) Leukaemia Blood cancer Colour image segmentation 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. Contrast enhancement and image segmentation techniques have fast becoming popular for computer vision and image processing area in the last few decades. In this paper, the combination between contrast enhancement and segmentation were used in order to obtain a fully segmented abnormal white blood cell (blast). The combinations of contrast enhancement that had been used were partial contrast and bright stretching techniques. The bright stretching technique enhanced the area of blast in acute leukaemia images to ease the segmentation process. The proposed segmentation technique based on HSI (Hue, Saturation, Intensity) colour space has successfully segmented the acute leukaemia images while preserving significant features. The combination between two contrast enhancements has good effect on improving the accuracy of blast segmentation. Hence, the resultant images would become useful to Hematologists for further analysis of acute leukaemia. 2012-11-05T09:29:55Z 2012-11-05T09:29:55Z 2010-10-16 Working Paper 978-967-5760-03-7 http://hdl.handle.net/123456789/21623 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	Acute leukemia Contrast enhancements Acute Myelogenous Leukemia (AML) Leukaemia Blood cancer Colour image segmentation
spellingShingle	Acute leukemia Contrast enhancements Acute Myelogenous Leukemia (AML) Leukaemia Blood cancer Colour image segmentation Aimi Salihah, Abdul Nasir Mohd Yusoff, Mashor, Prof. Dr. Azian Azamimi, Abdullah Improving blast segmentation of acute myelogenous leukaemia (AML) images using bright stretching technique
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	aimi_salihah@yahoo.com
author_facet	aimi_salihah@yahoo.com Aimi Salihah, Abdul Nasir Mohd Yusoff, Mashor, Prof. Dr. Azian Azamimi, Abdullah
format	Working Paper
author	Aimi Salihah, Abdul Nasir Mohd Yusoff, Mashor, Prof. Dr. Azian Azamimi, Abdullah
author_sort	Aimi Salihah, Abdul Nasir
title	Improving blast segmentation of acute myelogenous leukaemia (AML) images using bright stretching technique
title_short	Improving blast segmentation of acute myelogenous leukaemia (AML) images using bright stretching technique
title_full	Improving blast segmentation of acute myelogenous leukaemia (AML) images using bright stretching technique
title_fullStr	Improving blast segmentation of acute myelogenous leukaemia (AML) images using bright stretching technique
title_full_unstemmed	Improving blast segmentation of acute myelogenous leukaemia (AML) images using bright stretching technique
title_sort	improving blast segmentation of acute myelogenous leukaemia (aml) images using bright stretching technique
publisher	Universiti Malaysia Perlis (UniMAP)
publishDate	2012
url	http://dspace.unimap.edu.my/xmlui/handle/123456789/21623
_version_	1643793415926710272

Improving blast segmentation of acute myelogenous leukaemia (AML) images using bright stretching technique

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