Quality Assessment of Fingerprints with Minutiae Delaunay Triangulation

Z. Yao, J. Le Bars, C. Charrier, C. Rosenberger

2015

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.

Paper Citation

in Harvard Style

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 - Volume 1: ICISSP, ISBN 978-989-758-081-9, pages 315-321. DOI: 10.5220/0005235603150321

in Bibtex Style

@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 - Volume 1: ICISSP,},
year={2015},
pages={315-321},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005235603150321},
isbn={978-989-758-081-9},
}

in EndNote Style

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