Gesellschaft für Informatik e.V.

Lecture Notes in Informatics


BIOSIG 2011 Proceedings - international conference of the biometrics special interest group P-191, 11-20 (2011).

Gesellschaft für Informatik, Bonn
2011


Copyright © Gesellschaft für Informatik, Bonn

Contents

Statistical analyses of fingerprint growth

Thomas Hotz , Carsten Gottschlich , Robert Lorenz , Stefanie Bernhardt , Michael Hantschel and Axel Munk

Abstract


We study the effect of growth on the fingerprints of adolescents, based on which we suggest a simple method to adjust for growth when trying to retrieve an adolescent's fingerprint in a database years later. Here, we focus on the statistical analyses used to determine how fingerprints grow: Procrustes analysis allows us to establish that fingerprints grow isotropically, an appropriate mixed effects model shows that fingerprints essentially grow proportionally to body height. The resulting growth model is validated by showing that it brings points of interest as close as if both fingerprints were taken from an adult. Further details on this study, in particular results when applying our growth model in verification and identification tests, can be found in C. Gottschlich, T. Hotz, R. Lorenz, S. Bernhardt, M. Hantschel and A. Munk: Modeling the Growth of Fingerprints Improves Matching for Adolescents, IEEE Transations on Information Forensics and Security, 2011 (to appear).


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Gesellschaft für Informatik, Bonn
ISBN 978-3-88579-285-7


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