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Authors: Z. Yao ; J. Le Bars ; C. Charrier and C. Rosenberger

Affiliation: Universite de Caen Basse Normandie, France

Keyword(s): Fingerprint, Minutiae Template, Quality Assessment, Evaluation.

Related Ontology Subjects/Areas/Topics: Feature Selection and Extraction ; Pattern Recognition ; Theory and Methods

Abstract: This article proposes a new quality assessment method of fingerprint, represented by only a set of minutiae points. The proposed quality metric is modeled with the convex-hull and Delaunay triangulation of the minutiae points. The validity of this quality metric is verified on several Fingerprint Verification Competition (FVC) databases by referring to an image-based metric from the state of the art (considered as the reference). The experiments of the utility-based evaluation approach demonstrate that the proposed quality metric is able to generate a desired result. We reveal the possibility of assessing fingerprint quality when only the minutiae template is available.

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Paper citation in several formats:
Yao, Z.; Le Bars, J.; Charrier, C. and Rosenberger, C. (2015). Quality Assessment of Fingerprints with Minutiae Delaunay Triangulation. In Proceedings of the 1st International Conference on Information Systems Security and Privacy - ICISSP; ISBN 978-989-758-081-9; ISSN 2184-4356, SciTePress, pages 315-321. DOI: 10.5220/0005235603150321

@conference{icissp15,
author={Z. Yao. and J. {Le Bars}. and C. Charrier. and C. Rosenberger.},
title={Quality Assessment of Fingerprints with Minutiae Delaunay Triangulation},
booktitle={Proceedings of the 1st International Conference on Information Systems Security and Privacy - ICISSP},
year={2015},
pages={315-321},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005235603150321},
isbn={978-989-758-081-9},
issn={2184-4356},
}

TY - CONF

JO - Proceedings of the 1st International Conference on Information Systems Security and Privacy - ICISSP
TI - Quality Assessment of Fingerprints with Minutiae Delaunay Triangulation
SN - 978-989-758-081-9
IS - 2184-4356
AU - Yao, Z.
AU - Le Bars, J.
AU - Charrier, C.
AU - Rosenberger, C.
PY - 2015
SP - 315
EP - 321
DO - 10.5220/0005235603150321
PB - SciTePress

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