DocumentCode :
2325620
Title :
Localization of the optic disk in retinal image using the ‘watersnake’
Author :
Hajer, Jlassi ; Kamel, Hamrouni ; Noureddine, Ellouze
Author_Institution :
Nat. Eng. Sch. of Tunisia, Tunis
fYear :
2008
fDate :
13-15 May 2008
Firstpage :
947
Lastpage :
951
Abstract :
Automated image processing has the potential to assist in the early detection of diabetes, by detecting changes in optic disk diameter and area in the retina images. This paper describes a new method for localization of the optic disk boundary of retinal images. The optic disk is the region on the retina at which optic nerve axons enter and leave the eye. Our method includes a combination of the watershed transform and the active contours called "watersnake". To detect the initial contour we used the watershed transform and finally the optic disk boundary was determined using an active contours, our method could form the basis of a quick and accurate test for diabetic retinopathy which would have hug benefits it terms of improved access to screening people for risk or presence of diabetes. Results obtained by applying these are presented.
Keywords :
biomedical measurement; blood vessels; diseases; eye; medical image processing; neurophysiology; automated image processing; contour detection; diabetes; diabetic retinopathy; eye; optic disk boundary; optic disk diameter detection; optic disk localization; optic nerve axons; retinal capillaries; retinal image; watershed transform; watersnake; Active contours; Biomedical imaging; Blood vessels; Diabetes; Diseases; Image analysis; Optical detectors; Retina; Retinopathy; Testing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer and Communication Engineering, 2008. ICCCE 2008. International Conference on
Conference_Location :
Kuala Lumpur
Print_ISBN :
978-1-4244-1691-2
Electronic_ISBN :
978-1-4244-1692-9
Type :
conf
DOI :
10.1109/ICCCE.2008.4580746
Filename :
4580746
Link To Document :
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