Automated Detection of Suspected Glaucoma in Digital Fundus Images

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26220%2F17%3APU124068" target="_blank" >RIV/00216305:26220/17:PU124068 - isvavai.cz</a>

Result on the web

<a href="https://ieeexplore.ieee.org/document/8076088" target="_blank" >https://ieeexplore.ieee.org/document/8076088</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.1109/TSP.2017.8076088" target="_blank" >10.1109/TSP.2017.8076088</a>

Result language

angličtina

Original language name

Automated Detection of Suspected Glaucoma in Digital Fundus Images

Original language description

A method is proposed using image processing techniques, which is an automated method for detection of suspected glaucoma. In this paper an algorithm is proposed to detect suspected glaucoma by using the presence or absence of hemorrhages in a particular region, near the optic disc, in fundus image. Unlike existing methods, which only uses cup to disc ratio as a deciding parameter to detect glaucoma, method proposed in this paper helps to diagnose the case of suspected glaucoma efficiently. The optic disc and hemorrhages are segmented in a particular region automatically by using adaptive thresholding and some geometrical features. In existing methods, the majority of work is based on diagnosis of glaucoma, but rarely on suspected glaucoma. So, the proposed method can helpful to diagnose the cases of suspected glaucoma. The proposed algorithm achieves accuracy of 93.57% on digital fundus images for detection of suspected glaucoma.

Czech name

—

Czech description

—

Type

D - Article in proceedings

CEP classification

—

OECD FORD branch

10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Project

Result was created during the realization of more than one project. More information in the Projects tab.

Continuities

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach

Publication year

2017

Confidentiality

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection

40th Anniversary of International Conference on Telecommunications and Signal Processing (TSP)

ISBN

978-1-5090-3981-4

ISSN

—

e-ISSN

—

Number of pages

4

Pages from-to

749-752

Publisher name

Neuveden

Place of publication

Barcelona

Event location

Barcelona

Event date

Jul 5, 2017

Type of event by nationality

WRD - Celosvětová akce

UT code for WoS article

000425229000159