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Segmentation on the Key Structures of the Fundus Digital Image

Authors :
Ye Yuan
Chunlan Yang
Bing Liu
Yan Qing Xue
Shui Cai Wu
Source :
Applied Mechanics and Materials. 346:53-58
Publication Year :
2013
Publisher :
Trans Tech Publications, Ltd., 2013.

Abstract

Fundus abnormalities were usually diagnosed by clinical ophthalmologists using the equipment like ophthalmoscope, which was influenced by complex method, subjective fault and low efficiency. Fortunately, fundus can be shown in the key structures of the fundus digital image. Hence, it is necessary to develop a computer-aided fundus image processing system as a tool to assist in the diagnosis diseases. Algorithms were proposed including the pre-processing such as contrast enhancement and spatial filtering, binaryzation, morphology, boundary extraction and skeleton extraction. This paper preliminary summarized the key technologies of segmentation on the structures of optic cup, optic disc and blood vessel. Experiments were performed in MATLAB. Automatic algorithms were evaluated to be able to detect the key structures of the fundus digital image. It is expected to be applied in computer-aided fundus image processing system.

Details

ISSN :
16627482
Volume :
346
Database :
OpenAIRE
Journal :
Applied Mechanics and Materials
Accession number :
edsair.doi...........367a26aae4bcd48ad5efdb1777ca6dcb
Full Text :
https://doi.org/10.4028/www.scientific.net/amm.346.53