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Automated identification of exudates and optic disc based on inverse surface thresholding

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Main Authors: Haniza, Yazid, Hamzah, Arof, Dr., Hazlita, Mohd Isa, Dr.
Other Authors: haniza.yazid@gmail.com
Format: Article
Language:English
Published: Springer Science+Business Media, LLC. 2012
Subjects:
Diabetic retinopathy
Exudates
Biomedical applications
Inverse surface thresholding
Online Access:http://dspace.unimap.edu.my/xmlui/handle/123456789/19129
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spelling my.unimap-191292012-05-11T13:29:09Z Automated identification of exudates and optic disc based on inverse surface thresholding Haniza, Yazid Hamzah, Arof, Dr. Hazlita, Mohd Isa, Dr. haniza.yazid@gmail.com ahamzah@um.edu.my Diabetic retinopathy Exudates Biomedical applications Inverse surface thresholding Link to publlisher's homepage at http://www.springerlink.com/ This paper presents a new approach to detect exudates and optic disc from color fundus images based on inverse surface thresholding. The strategy involves the applications of fuzzy c-means clustering, edge detection, otsu thresholding and inverse surface thresholding. The main advantage of the proposed approach is that it does not depend on manually selected parameters that are normally chosen to suit the tested databases. When applied to two sets of databases the proposed method outperforms a method based on watershed segmentation. 2012-05-11T13:29:09Z 2012-05-11T13:29:09Z 2012 Article Journal of Medical Systems, vol. 36 (3), 2012, pages 1997-2004 0148-5598 http://www.springerlink.com/content/f12t4365r0320l10/ http://hdl.handle.net/123456789/19129 en Springer Science+Business Media, LLC.
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
Exudates
Biomedical applications
Inverse surface thresholding
spellingShingle Diabetic retinopathy
Exudates
Biomedical applications
Inverse surface thresholding
Haniza, Yazid
Hamzah, Arof, Dr.
Hazlita, Mohd Isa, Dr.
Automated identification of exudates and optic disc based on inverse surface thresholding
description Link to publlisher's homepage at http://www.springerlink.com/
author2 haniza.yazid@gmail.com
author_facet haniza.yazid@gmail.com
Haniza, Yazid
Hamzah, Arof, Dr.
Hazlita, Mohd Isa, Dr.
format Article
author Haniza, Yazid
Hamzah, Arof, Dr.
Hazlita, Mohd Isa, Dr.
author_sort Haniza, Yazid
title Automated identification of exudates and optic disc based on inverse surface thresholding
title_short Automated identification of exudates and optic disc based on inverse surface thresholding
title_full Automated identification of exudates and optic disc based on inverse surface thresholding
title_fullStr Automated identification of exudates and optic disc based on inverse surface thresholding
title_full_unstemmed Automated identification of exudates and optic disc based on inverse surface thresholding
title_sort automated identification of exudates and optic disc based on inverse surface thresholding
publisher Springer Science+Business Media, LLC.
publishDate 2012
url http://dspace.unimap.edu.my/xmlui/handle/123456789/19129
_version_ 1643790649392103424
score 13.214268

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