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Edge sharpening for diabetic retinopathy detection

Proceeding of The International Conference on Cybernetics and Intelligent Systems (CIS 2010) at Singapore from 28 June 2010 until 30 June 2010

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Bibliographic Details
Main Authors: Haniza, Yazid, Dr., Hamzah, Arof, Norrima, Mokhtar
Other Authors: haniza.yazid@gmail.com
Format: Working Paper
Language:English
Published: IEEE Conference Publications 2014
Subjects:
Diabetic retinopathy
Edge sharpening
Exudates detection
Online Access:http://dspace.unimap.edu.my:80/dspace/handle/123456789/34195
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spelling my.unimap-341952014-05-21T04:03:46Z Edge sharpening for diabetic retinopathy detection Haniza, Yazid, Dr. Hamzah, Arof Norrima, Mokhtar haniza.yazid@gmail.com ahamzah@um.edu.my norrimaniokhtar@um.edu.my Diabetic retinopathy Edge sharpening Exudates detection Proceeding of The International Conference on Cybernetics and Intelligent Systems (CIS 2010) at Singapore from 28 June 2010 until 30 June 2010 People with diabetes may face eye problem as a complication of diabetes. These eye problems can cause vision loss and even blindness. There are several lesions that appear such microaneurysms, hemorrhages, cotton wool spots and exudates. Exudates tend to form ring, around area of diseased vessel and appeared as yellowish-white deposits with well-defined edges meanwhile cotton wool spots are grayish-white with poorly defined fluffy edges. Exudates can be highlighted from the background easier rather than cotton wool spots since it has well defined edge. In order to detect these lesions, a proper technique is needed to segment the cotton wool spots and exudates from the background. Therefore, this paper is proposed to sharpen the edge to simplify the segmentation process for cotton wool spots and exudates through ramp width reduction. 2014-04-30T07:15:07Z 2014-04-30T07:15:07Z 2010-06 Working Paper p. 41-44 978-1-4244-6499-9 http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=5518585 http://dspace.unimap.edu.my:80/dspace/handle/123456789/34195 http://dx.doi.org/10.1109/ICCIS.2010.5518585 en IEEE Conference Publications
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 Diabetic retinopathy
Edge sharpening
Exudates detection
spellingShingle Diabetic retinopathy
Edge sharpening
Exudates detection
Haniza, Yazid, Dr.
Hamzah, Arof
Norrima, Mokhtar
Edge sharpening for diabetic retinopathy detection
description Proceeding of The International Conference on Cybernetics and Intelligent Systems (CIS 2010) at Singapore from 28 June 2010 until 30 June 2010
author2 haniza.yazid@gmail.com
author_facet haniza.yazid@gmail.com
Haniza, Yazid, Dr.
Hamzah, Arof
Norrima, Mokhtar
format Working Paper
author Haniza, Yazid, Dr.
Hamzah, Arof
Norrima, Mokhtar
author_sort Haniza, Yazid, Dr.
title Edge sharpening for diabetic retinopathy detection
title_short Edge sharpening for diabetic retinopathy detection
title_full Edge sharpening for diabetic retinopathy detection
title_fullStr Edge sharpening for diabetic retinopathy detection
title_full_unstemmed Edge sharpening for diabetic retinopathy detection
title_sort edge sharpening for diabetic retinopathy detection
publisher IEEE Conference Publications
publishDate 2014
url http://dspace.unimap.edu.my:80/dspace/handle/123456789/34195
_version_ 1643797418965204992
score 13.214268

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