Optic disc segmentation using graph cut technique

S. Kulkarni, S. Annadate
{"title":"Optic disc segmentation using graph cut technique","authors":"S. Kulkarni, S. Annadate","doi":"10.1109/SSPS.2017.8071578","DOIUrl":null,"url":null,"abstract":"An optic disc Segmentation is a very important role for retinal image study. Retinal image segmentation supports diagnosis in modern ophthalmology. Diagnosis of several illnesses like diabetic retinopathy, glaucoma and hypertension is achieved using morphology of the blood vessel and the optic disc. The paper presents a method which extracts retina vascular tree using graph cut method. Optic disc location detected by using blood vessel segmentation. “Markov Random Field” algorithm is applied to optic disc for segmentation. “Markov Random Field (MRF)” reconstructs image using segmenting through reducing vessels from the optic disc region.","PeriodicalId":382353,"journal":{"name":"2017 Third International Conference on Sensing, Signal Processing and Security (ICSSS)","volume":"15 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2017-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2017 Third International Conference on Sensing, Signal Processing and Security (ICSSS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/SSPS.2017.8071578","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

Abstract

An optic disc Segmentation is a very important role for retinal image study. Retinal image segmentation supports diagnosis in modern ophthalmology. Diagnosis of several illnesses like diabetic retinopathy, glaucoma and hypertension is achieved using morphology of the blood vessel and the optic disc. The paper presents a method which extracts retina vascular tree using graph cut method. Optic disc location detected by using blood vessel segmentation. “Markov Random Field” algorithm is applied to optic disc for segmentation. “Markov Random Field (MRF)” reconstructs image using segmenting through reducing vessels from the optic disc region.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
利用图切技术分割视盘
视盘分割是视网膜图像研究的重要组成部分。视网膜图像分割支持现代眼科诊断。糖尿病视网膜病变、青光眼和高血压等几种疾病的诊断是通过血管和视盘的形态学来实现的。本文提出了一种利用图切法提取视网膜血管树的方法。基于血管分割的视盘定位方法。采用马尔科夫随机场算法对视盘进行分割。“马尔可夫随机场(MRF)”通过视盘区域血管的减少来重建图像。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Smart industry pollution monitoring and controlling using LabVIEW based IoT Compact circular ring shaped monopole UWB MIMO antenna Performance analysis of supervised machine learning techniques for sentiment analysis Vehicle network security testing Energy efficient routing in mobile Ad-hoc network
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1