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Segmentation of Eyes Cup and Disc for Detection of Glaucoma using Clustering Method

Author(s):

Priyanka Verma , GENBA SOPAN RAO MOZE COLLEGE OF ENGG ,PUNE ; Dr Prakash .H.Patil, INDIRA COLLEGE OF ENGG

Keywords:

Optic Disc, Optic Cup, CDR, Gabor Filter

Abstract

An Eye disease which is known as glaucoma. In this the optic nerve of eye which having knowledge of colour texture . if it not work it leads to blindness. It is very important to detect Glaucoma disease in time. Cup and disc segmentation should be very finely. Segmentation is based on pixel classification.In which each and every pixel again divided into lot more mini pixel.this pixel containing disc ,cup and vessels everyone is having different intensities or classess. cluster is created and it intelligently divided into different classes . For optic disc and optic cup segmentation adaptive histogram equalization which increases contrast of histogram image and Gabor filter Is a band pass filter which pass the frequency what we desire and remove all noises. after segmentation. Finally Cup to disc ratio is calculated and compared with normal value for detection of disease.

Other Details

Paper ID: IJSRDV3I31097
Published in: Volume : 3, Issue : 3
Publication Date: 01/06/2015
Page(s): 1674-1676

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