计算机与数字工程Issue(7)：1333-1336,1364,5.DOI:10.3969/j.issn1672-9722.2015.07.039
一种新型的视盘分割方法
A Novel Optic Disc Image Segmentation Method
董琳 1赵尔敦 1刘心馨 1曾子韬1
作者信息
- 1. 华中师范大学计算机学院 武汉 430079
- 折叠
摘要
Abstract
The optic disc image segmentation is very important for fundus image analysis and computer‐aided diagnosis of retinal optic nerve disease .In this paper ,a novel method for optic disc localization is presented by applying gratitude vec‐tor field(GVF) snake model to a background image without vessels .Firstly ,the vessels are filtered from the original image and the partly background is obtained .And then a fitting method is used to recover the whole background image without ves‐sels .This background image gets rid of the influence of complex blood vessels and other barriers and makes the optic disc easier to be detected .Finally GVF snake model is applied to detect the optic disc from the background image with an initial Hough circle .Plenty of experiments on different medical fundus images show that the new‐presented algorithm has a better segment results than the methods using the GVF snake model directly .关键词
视盘分割/活动轮廓模型/GVFKey words
optic disc detection/active contour model/GVF分类
信息技术与安全科学引用本文复制引用
董琳,赵尔敦,刘心馨,曾子韬..一种新型的视盘分割方法[J].计算机与数字工程,2015,(7):1333-1336,1364,5.
