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.

Originální název

Investigation of Bilateral Similarity in Central Retinal Blood Vessels

Anglický název

Investigation of Bilateral Similarity in Central Retinal Blood Vessels

Druh

Článek WoS

Originální abstrakt

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.

Anglický abstrakt

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.

Klíčová slova

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

Klíčová slova v angličtině

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

Autoři

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

Rok RIV

2022

Vydáno

20.04.2021

ISSN

2169-3536

Periodikum

IEEE Access

Svazek

2021

Číslo

9

Stát

Spojené státy americké

Strany od

63012

Strany do

63028

Strany počet

17

URL

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

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"
}