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Fundus image analysis for the detection of diabetic eye diseases-a review

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Main Authors: Noronha, Kevin, Nayak, K. Prabhakar
Other Authors: kevinkurkal@yahoo.co.in
Format: Working Paper
Language:English
Published: Institute of Electrical and Electronics Engineers (IEEE) 2012
Subjects:
Fundus image
Diabetic Retinopathy (DR)
Macula
Optic disk (OD)
Exudates
Morphological operators
Online Access:http://dspace.unimap.edu.my/xmlui/handle/123456789/21326
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spelling my.unimap-213262012-10-11T04:32:15Z Fundus image analysis for the detection of diabetic eye diseases-a review Noronha, Kevin Nayak, K. Prabhakar kevinkurkal@yahoo.co.in kp.nayak@manipal.edu Fundus image Diabetic Retinopathy (DR) Macula Optic disk (OD) Exudates Morphological operators Link to publisher's homepage at http://ieeexplore.ieee.org/ The detection of anatomical structures of fundus image like the OD, fovea and the retinal vessels is very significant in the automated detection of DR. This review outlines the principles, methods and algorithms used in the automated detection of diabetic eye diseases. The recent methods used to detect fundus image features like the optic disc (OD), fovea and retinal blood vessels, pathologies like hemorrhages, Micro aneurysms (MA), cotton wool spots and retinal exudates are discussed. We discuss the automated detection of diabetic eye diseases using image processing methods. We present the quantitative evaluation of different methods. We also discuss methodologies used by the researches in analyzing their results. 2012-10-11T04:32:15Z 2012-10-11T04:32:15Z 2012-02-27 Working Paper p. 242-246 978-145771989-9 http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6179013 http://hdl.handle.net/123456789/21326 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 Fundus image
Diabetic Retinopathy (DR)
Macula
Optic disk (OD)
Exudates
Morphological operators
spellingShingle Fundus image
Diabetic Retinopathy (DR)
Macula
Optic disk (OD)
Exudates
Morphological operators
Noronha, Kevin
Nayak, K. Prabhakar
Fundus image analysis for the detection of diabetic eye diseases-a review
description Link to publisher's homepage at http://ieeexplore.ieee.org/
author2 kevinkurkal@yahoo.co.in
author_facet kevinkurkal@yahoo.co.in
Noronha, Kevin
Nayak, K. Prabhakar
format Working Paper
author Noronha, Kevin
Nayak, K. Prabhakar
author_sort Noronha, Kevin
title Fundus image analysis for the detection of diabetic eye diseases-a review
title_short Fundus image analysis for the detection of diabetic eye diseases-a review
title_full Fundus image analysis for the detection of diabetic eye diseases-a review
title_fullStr Fundus image analysis for the detection of diabetic eye diseases-a review
title_full_unstemmed Fundus image analysis for the detection of diabetic eye diseases-a review
title_sort fundus image analysis for the detection of diabetic eye diseases-a review
publisher Institute of Electrical and Electronics Engineers (IEEE)
publishDate 2012
url http://dspace.unimap.edu.my/xmlui/handle/123456789/21326
_version_ 1643793345773830144
score 13.222552

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