Publication detail
Is There Any Similarity Between a Person's Left and Right Retina?
BISWAS, S. ROHDIN, J. MŇUK, T. DRAHANSKÝ, M.
Original Title
Is There Any Similarity Between a Person's Left and Right Retina?
Type
conference paper
Language
English
Original Abstract
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%.
Keywords
eye retina, similarity, cardiovascular system
Authors
BISWAS, S.; ROHDIN, J.; MŇUK, T.; DRAHANSKÝ, M.
Released
19. 9. 2019
Publisher
GI - Group for computer science
Location
Darmstadt
ISBN
978-3-88579-690-9
Book
Proceedings of the 18th International Conference of the Biometrics Special Interest Group
Edition
Lecture Notes in Informatics
Pages from
71
Pages to
82
Pages count
12
URL
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"
}Documents