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Broken Symmetries, Random Morphogenesis, and Biometric Distance

Accepted version
Peer-reviewed

Type

Article

Change log

Authors

Downing, Cathryn 

Abstract

This paper discusses the role of symmetry-breaking in biometric recognition. Using publicly available databases, we investigate three kinds of broken symmetries in iris patterns: binocular, monocular, and monozygotic. We report a small but statistically significant difference in similarities between the ipsilateral and the contralateral eyes of twins, and also between genetically identical and nonidentical eyes. Another new finding is a doubling in the variance of Hamming distance scores under a simple monocular mirror transformation, which is consistent with an assessment of entropy.

Description

Keywords

32 Biomedical and Clinical Sciences, 3212 Ophthalmology and Optometry

Journal Title

IEEE Transactions on Biometrics, Behavior, and Identity Science

Conference Name

Journal ISSN

2637-6407
2637-6407

Volume Title

2

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Rights

All rights reserved