DocumentCode :
3341617
Title :
Screening of Diabetic Retinopathy - Automatic Segmentation of Optic Disc in Colour Fundus Images
Author :
Lee, S.S. ; Rajeswari, M. ; Ramachandram, D. ; Shaharuddin, B.
Author_Institution :
Compu. Vision Res. Group, Univ. Sains Malaysia, Pulau Pinang
fYear :
2006
fDate :
15-17 May 2006
Firstpage :
1
Lastpage :
7
Abstract :
In this paper, a novel approach to automatically segment the optic disc contour using the center point of an optic disc candidate is proposed. The optic disc segmentation algorithm consists of 2 stages. The first stage involves the removal of blood vessels that obscure the optic disc. The blood vessel structures are detected using morphological operations. These detected structures are then removed by anisotropic diffusion smoothing. The second stage involves the detection of edge points belonging to the optic disc-contour. A number of one dimensional intensity profiles which pass through the center point of optic disc region are then obtained at multiple angles with fixed angular intervals. The modulus maxima of each intensity profile are identified as a contour point for the optic disc. Among these contour points, some of the outliers are removed by re-positioning to a new position which complies with optic disc´s shape using spline interpolation. Using these contour points, a coarse contour of the optic disc is constructed. Testing the approach on 23 colour fundus images demonstrates that the proposed algorithm is able to detect the optic disc contour to an accuracy of 92% to that drawn by a human expert
Keywords :
biomedical optical imaging; blood vessels; diseases; edge detection; eye; image colour analysis; image segmentation; interpolation; medical image processing; splines (mathematics); anisotropic diffusion smoothing; automatic segmentation algorithm; blood vessel removal; blood vessel structures; colour fundus images; diabetic retinopathy screening; edge point detection; modulus maxima; morphological operations; optic disc contour; spline interpolation; Anisotropic magnetoresistance; Biomedical imaging; Blood vessels; Diabetes; Geometrical optics; Image edge detection; Image segmentation; Morphological operations; Retinopathy; Smoothing methods; GVF snake; anisotropic diffusion; optic disc contour segmentation; spline interpolation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Distributed Frameworks for Multimedia Applications, 2006. The 2nd International Conference on
Conference_Location :
Pulau Pinang
Print_ISBN :
1-4244-0409-6
Type :
conf
DOI :
10.1109/DFMA.2006.296892
Filename :
4077717
Link To Document :
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