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Bone marrow image segmentation based on multilevel thresholding

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Main Authors: Robiyanti, Adollah, Elsie Usun, Francis, Mohd Yusoff, Mashor, Prof. Dr., Nor Hazlyna, Harun
Other Authors: robiyanti@unimap.edu.my
Format: Working Paper
Language:English
Published: Institute of Electrical and Electronics Engineers (IEEE) 2012
Subjects:
Image segmentation
Multilevel tresholding
Image histogram
Bone marrow image
Microscopic images
Online Access:http://dspace.unimap.edu.my/xmlui/handle/123456789/21413
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spelling my.unimap-214132013-02-18T03:58:07Z Bone marrow image segmentation based on multilevel thresholding Robiyanti, Adollah Elsie Usun, Francis Mohd Yusoff, Mashor, Prof. Dr. Nor Hazlyna, Harun robiyanti@unimap.edu.my elsie_francis86@yahoo.com yusoff@unimap.edu.my hazlyna_1973@yahoo.com.my Image segmentation Multilevel tresholding Image histogram Bone marrow image Microscopic images Link to publisher's homepage at http://ieeexplore.ieee.org/ This paper represents an approach of image segmentation on microscopic bone marrow images by using multilevel tresholding technique. This technique has been applied into two types of images which is normal bone marrow and Acute Lymphoblastic Leukemia (ALL). Generally, image processing technique involved five basic components which are image acquisition, image pre-processing, image segmentation, postprocessing and image analysis. The most critical step in image processing is segmentation of the image. A multilevel tresholding are proposed as a method in segmentation of WBC from its complicated background. This segmentation technique expected to be one of segmentation technique that could possibly to differentiate well between normal bone marrow and ALL in further analysis. 2012-10-18T08:19:48Z 2012-10-18T08:19:48Z 2012-02-27 Working Paper p. 457-461 978-145771989-9 http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6179058 http://hdl.handle.net/123456789/21413 en Proceedings of the International Conference on Biomedical Engineering (ICoBE 2012) 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 Image segmentation
Multilevel tresholding
Image histogram
Bone marrow image
Microscopic images
spellingShingle Image segmentation
Multilevel tresholding
Image histogram
Bone marrow image
Microscopic images
Robiyanti, Adollah
Elsie Usun, Francis
Mohd Yusoff, Mashor, Prof. Dr.
Nor Hazlyna, Harun
Bone marrow image segmentation based on multilevel thresholding
description Link to publisher's homepage at http://ieeexplore.ieee.org/
author2 robiyanti@unimap.edu.my
author_facet robiyanti@unimap.edu.my
Robiyanti, Adollah
Elsie Usun, Francis
Mohd Yusoff, Mashor, Prof. Dr.
Nor Hazlyna, Harun
format Working Paper
author Robiyanti, Adollah
Elsie Usun, Francis
Mohd Yusoff, Mashor, Prof. Dr.
Nor Hazlyna, Harun
author_sort Robiyanti, Adollah
title Bone marrow image segmentation based on multilevel thresholding
title_short Bone marrow image segmentation based on multilevel thresholding
title_full Bone marrow image segmentation based on multilevel thresholding
title_fullStr Bone marrow image segmentation based on multilevel thresholding
title_full_unstemmed Bone marrow image segmentation based on multilevel thresholding
title_sort bone marrow image segmentation based on multilevel thresholding
publisher Institute of Electrical and Electronics Engineers (IEEE)
publishDate 2012
url http://dspace.unimap.edu.my/xmlui/handle/123456789/21413
_version_ 1643793371371667456
score 13.214268

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