Edge Detection of the Optic Disc in Retinal Images Based on Identification of a Round Shape

Chaichana, Thanapong and Yoowattana, Sarat and Sun, Zhonghua and Tangjitkusolmun, Supan and Sookpotharom, Supot and Sangworasil, Manas (2008) Edge Detection of the Optic Disc in Retinal Images Based on Identification of a Round Shape. In: 2008 International Symposium on Communications and Information Technologies. IEEE, pp. 670-674. ISBN 9781424423354

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Official URL: http://ieeexplore.ieee.org/document/4700277/

Abstract

This paper presents a novel method for identification of the position of the optic disc in retinal images. The method is based on the preliminary detection of the main edge detection of retinal image. The segmentation optic disc is estimated as a circular area. We searched for areas of optic disc using Hough transform which detected several straight lines and approximated them as a circular line. The position of optic disc was identified as the center of the circle. An evaluation of the proposed procedure was performed using a set of 40 images from the DRIVE database, containing images from both healthy (33) and diseased (7) subjects. The optic disc position was correctly identified in 39 out of 40 images and the efficiency was 97.5 percent. The results illustrate that the proposed method can be used for pathological analysis of retinal images.

Item Type: Book Section
Keywords: Hough transforms edge detection eye image segmentation medical image processing
Faculty / Department: Faculty of Science > Mathematics and Computer Science
Depositing User: Thanapong Chaichana
Date Deposited: 01 Aug 2017 08:27
Last Modified: 01 Aug 2017 08:27
URI: http://hira.hope.ac.uk/id/eprint/1490

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