Interretinal Symmetry in Color Fundus Photographs

Kód výsledku v 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>

Výsledek na webu

<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>

Jazyk výsledku

angličtina

Název v původním jazyce

Interretinal Symmetry in Color Fundus Photographs

Popis výsledku v původním jazyce

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.

Název v anglickém jazyce

Interretinal Symmetry in Color Fundus Photographs

Popis výsledku anglicky

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.

Druh

D - Stať ve sborníku

CEP obor

—

OECD FORD obor

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

Projekt

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

Návaznosti

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

Rok uplatnění

2020

Kód důvěrnosti údajů

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

Název statě ve sborníku

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

—

Počet stran výsledku

4

Strana od-do

1980-1983

Název nakladatele

IEEE Computer Society

Místo vydání

Montreal

Místo konání akce

Montreal, QC, Canada

Datum konání akce

20. 7. 2020

Typ akce podle státní příslušnosti

WRD - Celosvětová akce

Kód UT WoS článku

000621592202078