文章基本信息

标题：Retinal Blood Vessel Segmentation Using Graphical User Interface (GUI) for Diagnosis of Disease
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作者：Swapnil Saxena ; Vidushi Sharma
期刊名称：International Journal of Innovative Research in Science, Engineering and Technology
印刷版ISSN：2347-6710
电子版ISSN：2319-8753
出版年度：2016
卷号：5
期号：5
页码：7290
DOI：10.15680/IJIRSET.2016.0505093
出版社：S&S Publications
摘要：The blood vessel detection and segmentation technique plays a useful clinical role in an automated retinopathyanalysis system. But manual segmentation of vessels requires expertise. It is a very tedious and time consuming task. Employingcomputational intelligence for this purpose would help in efficient retinal analysis. An user friendly graphical user interface (GUI)that is MATLAB based tool used to segments the blood vessels by means of several operations applied on the retinal imageincluding Grayscale conversion , Gabor filtering , Image Binarization , Principal component analysis , Fuzzy c-means clusteringproposed in this paper. The paper is validated on images from publicly available DRIVE database and achieves an accuracy of 94.61% with sensitivity of 73.38% and specificity of 98.20%, which is comparable with the existing blood vessel segmentation technique.
关键词：Color conversion; Binarization; Principal component analysis ;Gabor filtering; Fuzzy c-means;Clustering