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BISWAS, S. ROHDIN, J. KAVETSKYI, A. ALVES SARAIVA, G. BISWAS, A. DRAHANSKÝ, M.
Original Title
Investigation of Bilateral Similarity in Central Retinal Blood Vessels
Type
journal article in Web of Science
Language
English
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.
Keywords
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.
Released
20. 4. 2021
ISBN
2169-3536
Periodical
IEEE Access
Year of study
2021
Number
9
State
United States of America
Pages from
63012
Pages to
63028
Pages count
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" }