Detail výsledku

Is There Any Similarity Between a Person's Left and Right Retina?

BISWAS, S.; ROHDIN, J.; MŇUK, T.; DRAHANSKÝ, M. Is There Any Similarity Between a Person's Left and Right Retina?. In Proceedings of the 18th International Conference of the Biometrics Special Interest Group. Lecture Notes in Informatics. Darmstadt: GI - Group for computer science, 2019. p. 71-82. ISBN: 978-3-88579-690-9.
Typ
článek ve sborníku konference
Jazyk
anglicky
Autoři
Biswas Sangeeta, Ph.D., UITS (FIT)
Rohdin Johan Andréas, M.Sc., Ph.D., FIT (FIT), UPGM (FIT)
Mňuk Tomáš, FIT (FIT)
Drahanský Martin, prof. Ing., Ph.D., UITS (FIT)
Abstrakt

It is often argued among biometric researchers that the left and right retinas of the same person are as different as the retinas of two different persons. In this paper we investigate to what extent this is true. We perform experiments where human volunteers are asked to judge whether a pair of the left and right retinal images displayed side-by-side belongs to the same person or two different persons. We also use two similarity measurements, structural similarity (SSIM) and cosine similarity, to do the investigation process automatically. Our experiments show that there is recognizable similarity in the left and right retina of a person. For a verification task done by human volunteers, the average accuracy was 82%. For identification tasks, automatic systems using cosine similarity were correct in up to 57%.

Klíčová slova

eye retina, similarity, cardiovascular system

URL
Rok
2019
Strany
71–82
Sborník
Proceedings of the 18th International Conference of the Biometrics Special Interest Group
Řada
Lecture Notes in Informatics
Konference
18th International Conference of the Biometrics Special Interest Group
ISBN
978-3-88579-690-9
Vydavatel
GI - Group for computer science
Místo
Darmstadt
UT WoS
000682778500019
EID Scopus
BibTeX
@inproceedings{BUT159989,
  author="Sangeeta {Biswas} and Johan Andréas {Rohdin} and Tomáš {Mňuk} and Martin {Drahanský}",
  title="Is There Any Similarity Between a Person's Left and Right Retina?",
  booktitle="Proceedings of the 18th International Conference of the Biometrics Special Interest Group",
  year="2019",
  series="Lecture Notes in Informatics",
  pages="71--82",
  publisher="GI - Group for computer science",
  address="Darmstadt",
  isbn="978-3-88579-690-9",
  url="https://ieeexplore.ieee.org/abstract/document/8897270"
}
Soubory
Projekty
IT4Innovations excellence in science, MŠMT, Národní program udržitelnosti II, LQ1602, zahájení: 2016-01-01, ukončení: 2020-12-31, ukončen
Mezinárodní mobilita výzkumníků Vysokého učení technického v Brně, EU, OPVVV PO2 Mezinárodní mobilita výzkumných pracovníků, EF16_027/0008371, CZ.02.2.69/0.0/0.0/16_027/0008371, zahájení: 2018-01-01, ukončení: 2022-09-30, řešení
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