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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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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
score 13.214268

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