文章基本信息

标题：Detection of Neovascularization on Optic Disk Region based on Kernalized Fuzzy C-Means and ANN Classifier
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作者：Vanitha L. B ; Prof. Preethi. S
期刊名称：International Journal of Innovative Research in Computer and Communication Engineering
印刷版ISSN：2320-9798
电子版ISSN：2320-9801
出版年度：2017
卷号：5
期号：5
页码：10182
DOI：10.15680/IJIRCCE.2017.0505246
出版社：S&S Publications
摘要：NVD detection on optical disk is the most difficult procedure it medical imaging. This disease is can beidentified in two ways i.e. identifying the new blood vessels in eye boll or formation of blood vessels in optic disk.Retina is the most sensitive part of the human eye. Where increasing in diabetic disease leads to the different retinaldiseases. In medical imaging so many research have been conducted in NVD detection at it early stage. In this paperwe proposed new medical imaging technique. Here we mainly concentrated on NVD detection on optic disk, usingKFCM segmentation algorithm we segment the new vessels present on the disk. Based on the segmentation and featureextraction we are classifying the affected retinal images by using ANN classification.
关键词：Retinal Fundus Images; Weiner filtering; KFCM segmentation; PHOG and Tensor LPP and ANN;Classifier.