Detail publikačního výsledku

Investigation of Bilateral Similarity in Central Retinal Blood Vessels

BISWAS, S.; ROHDIN, J.; KAVETSKYI, A.; ALVES SARAIVA, G.; BISWAS, A.; DRAHANSKÝ, M.

Original Title

Investigation of Bilateral Similarity in Central Retinal Blood Vessels

English Title

Investigation of Bilateral Similarity in Central Retinal Blood Vessels

Type

WoS Article

Original Abstract

While our left and right eyes clearly have a high degree of external bilateral similarity, it is less obvious to what degree they have internal bilateral similarity. This is especially true for the 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 investigate whether the CRBVs of the left and right retinas possess strong enough bilateral similarity so that we reliably tell whether a pair of the left and right retinas belong to a single subject. We evaluate and analyse the performance of both human- and deep neural network-based bilateral verification by experimenting on two publicly available data sets.

English abstract

While our left and right eyes clearly have a high degree of external bilateral similarity, it is less obvious to what degree they have internal bilateral similarity. This is especially true for the 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 investigate whether the CRBVs of the left and right retinas possess strong enough bilateral similarity so that we reliably tell whether a pair of the left and right retinas belong to a single subject. We evaluate and analyse the performance of both human- and deep neural network-based bilateral verification by experimenting on two publicly available data sets.

Keywords

retina, symmetry, central retinal blood vessels, deep neural network, biometric system

Key words in English

retina, symmetry, central retinal blood vessels, deep neural network, biometric system

Authors

BISWAS, S.; ROHDIN, J.; KAVETSKYI, A.; ALVES SARAIVA, G.; BISWAS, A.; DRAHANSKÝ, M.

RIV year

2022

Released

20.04.2021

ISBN

2169-3536

Periodical

IEEE Access

Volume

2021

Number

9

State

United States of America

Pages from

63012

Pages to

63028

Pages count

17

URL

https://ieeexplore.ieee.org/document/9409039

Full text in the Digital Library

http://hdl.handle.net/

BibTex

@article{BUT175768,
  author="BISWAS, S. and ROHDIN, J. and KAVETSKYI, A. and ALVES SARAIVA, G. and BISWAS, A. and DRAHANSKÝ, M.",
  title="Investigation of Bilateral Similarity in Central Retinal Blood Vessels",
  journal="IEEE Access",
  year="2021",
  volume="2021",
  number="9",
  pages="63012--63028",
  doi="10.1109/ACCESS.2021.3074514",
  issn="2169-3536",
  url="https://ieeexplore.ieee.org/document/9409039"
}