Interretinal Symmetry in Color Fundus Photographs

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26230%2F20%3APU138622" target="_blank" >RIV/00216305:26230/20:PU138622 - isvavai.cz</a>

Result on the web

<a href="https://ieeexplore.ieee.org/document/9175444" target="_blank" >https://ieeexplore.ieee.org/document/9175444</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.1109/EMBC44109.2020.9175444" target="_blank" >10.1109/EMBC44109.2020.9175444</a>

Result language

angličtina

Original language name

Interretinal Symmetry in Color Fundus Photographs

Original language description

Symmetry can be defined as uniformity, equivalence or exact similarity of two parts divided along an axis. While our left and right eyes clearly have a high degree of external bilateral symmetry, it is less obvious to what degree they have internal bilateral symmetry. In this paper, we try to find approximate-bilateral symmetry in retina, one of the internal parts of our eye, which plays a vital role in our vision and also can be used as a powerful biometric. Contrary to previous works, we study interretinal symmetry from a biometric perspective. In other words, we study whether the left and right retinal symmetry is strong enough to reliably tell whether a pair of the left and right retinas belongs to a single person. For this, we focus on overall symmetry of the retinas rather than specific attributes such as length, area, thickness, or the number of blood vessels. We evaluate and analyse the performance of both human and neural network based bilateral retina verification on fundus photographs. By experimenting on a publicly available data set, we confirm interretinal symmetry.

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

<a href="/en/project/LQ1602" target="_blank" >LQ1602: IT4Innovations excellence in science</a><br>

Continuities

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year

2020

Confidentiality

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

Article name in the collection

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS

ISBN

978-1-7281-1990-8

ISSN

—

e-ISSN

—

Number of pages

4

Pages from-to

1980-1983

Publisher name

IEEE Computer Society

Place of publication

Montreal

Event location

Montreal, QC, Canada

Event date

Jul 20, 2020

Type of event by nationality

WRD - Celosvětová akce

UT code for WoS article

000621592202078