Publication Details
Bilateral Symmetry in Central Retinal Blood Vessels
Rohdin Johan Andréas, M.Sc., Ph.D. (DCGM)
Drahanský Martin, prof. Ing., Ph.D.
retina, symmetry, central retinal blood vessels, deep neural network
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. This is especially true for central retinal
blood vessels (CRBVs) which are responsible for supplying blood to retinas and
also can be used as a strong biometric. In this paper, we study whether CRBVs of
the left and right retinas possess strong enough bilateral symmetry so that we
reliably tell whether a pair of CRBVs of the left and right retinas belongs to
a single person. We evaluate and analyse the performance of both human and neural
network based bilateral CRBVs verification. By experimenting on a large publicly
available data set, we confirm that CRBVs have bilateral symmetry to some
extent.
@inproceedings{BUT164066,
author="Sangeeta {Biswas} and Johan Andréas {Rohdin} and Martin {Drahanský}",
title="Bilateral Symmetry in Central Retinal Blood Vessels",
booktitle="8th International Workshop on Biometrics and Forensics, IWBF 2020",
year="2020",
pages="1--6",
publisher="IEEE Computer Society",
address="Porto",
doi="10.1109/IWBF49977.2020.9107969",
isbn="978-1-7281-6232-4",
url="https://www.fit.vut.cz/research/publication/12204/"
}