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Nucleus segmentation technique for acute leukemia

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Main Authors: Nurul Hazwani, Abd. Halim,, Mohd Yusof, Mashor, Prof. Dr., A. S., Abdul Nasir, N. R., Mokhtar, H., Rosline
Other Authors: nurul.hazwani43@yahoo.com
Format: Working Paper
Language:English
Published: Institute of Electrical and Electronics Engineers (IEEE) 2011
Subjects:
Acute leukemia
Contrast enhancement
Global contrast stretching
HSI color space
Nucleus segmentation
Online Access:http://dspace.unimap.edu.my/xmlui/handle/123456789/14989
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spelling my.unimap-149892011-10-25T10:33:30Z Nucleus segmentation technique for acute leukemia Nurul Hazwani, Abd. Halim, Mohd Yusof, Mashor, Prof. Dr. A. S., Abdul Nasir N. R., Mokhtar H., Rosline nurul.hazwani43@yahoo.com roslin@kb.usm.my Acute leukemia Contrast enhancement Global contrast stretching HSI color space Nucleus segmentation Link to publisher's homepage at http://ieeexplore.ieee.org/ Leukemia is a disease that affects blood forming cells in the body. Early detection of the disease is necessary for proper treatment management. Abnormal white blood cells or blasts play important role for hematologists in their diagnostic process. Digital image processing technique could help them in their analysis and diagnosis by enhancing the visibility of the interested features of the WBC. In this paper, a global contrast stretching (GCS) and segmentation based on HSI (Hue, Saturation, Intensity) color space will be used to improve the image quality. Image enhancement is very important to increase the visual aspect of blast cells. The results show that the proposed image enhancement procedure is useful to extract the nucleus region in WBC images sample by using the same threshold value, for both ALL and AML images. 2011-10-25T10:33:30Z 2011-10-25T10:33:30Z 2011-03-04 Working Paper p. 192-197 978-1-6128-4414-5 http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=5759871 http://hdl.handle.net/123456789/14989 en Proceeding of the 7th International Colloquium on Signal Processing and its Applications (CSPA 2011) Institute of Electrical and Electronics Engineers (IEEE)
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 enhancement
Global contrast stretching
HSI color space
Nucleus segmentation
spellingShingle Acute leukemia
Contrast enhancement
Global contrast stretching
HSI color space
Nucleus segmentation
Nurul Hazwani, Abd. Halim,
Mohd Yusof, Mashor, Prof. Dr.
A. S., Abdul Nasir
N. R., Mokhtar
H., Rosline
Nucleus segmentation technique for acute leukemia
description Link to publisher's homepage at http://ieeexplore.ieee.org/
author2 nurul.hazwani43@yahoo.com
author_facet nurul.hazwani43@yahoo.com
Nurul Hazwani, Abd. Halim,
Mohd Yusof, Mashor, Prof. Dr.
A. S., Abdul Nasir
N. R., Mokhtar
H., Rosline
format Working Paper
author Nurul Hazwani, Abd. Halim,
Mohd Yusof, Mashor, Prof. Dr.
A. S., Abdul Nasir
N. R., Mokhtar
H., Rosline
author_sort Nurul Hazwani, Abd. Halim,
title Nucleus segmentation technique for acute leukemia
title_short Nucleus segmentation technique for acute leukemia
title_full Nucleus segmentation technique for acute leukemia
title_fullStr Nucleus segmentation technique for acute leukemia
title_full_unstemmed Nucleus segmentation technique for acute leukemia
title_sort nucleus segmentation technique for acute leukemia
publisher Institute of Electrical and Electronics Engineers (IEEE)
publishDate 2011
url http://dspace.unimap.edu.my/xmlui/handle/123456789/14989
_version_ 1643790836816674816
score 13.214268

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