A quality integrated spectral minutiae fingerprint recognition system

H. Xu; Raymond N.J. Veldhuis; Tom A.M. Kevenaar; Anton H.M. Akkermans

A quality integrated spectral minutiae fingerprint recognition system

H. Xu, Raymond N.J. Veldhuis, Tom A.M. Kevenaar, Anton H.M. Akkermans

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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Abstract

Many fingerprint recognition systems are based on minutiae matching. However, the recognition accuracy of minutiae-based matching algorithms is highly dependent on the fingerprint minutiae quality. Therefore, in this paper, we introduce a quality integrated spectral minutiae algorithm, in which the minutiae quality information is incorporated to enhance the performance of the spectral minutiae fingerprint recognition system. In our algorithm, two types of quality data are used. The first is the minutiae reliability, expressing the probability that a given point is indeed a minutia; the second is the minutiae location accuracy, quantifying the error on the minutiae location. We integrate these two types of quality information into the spectral minutiae representation algorithm and achieve a decrease of 1% in equal error rate in the experiment.

Original language	Undefined
Title of host publication	Proceedings of the 30th symposium on information theory in the Benelux
Publisher	Werkgemeenschap voor Informatie- en Communicatietheorie (WIC)
Pages	19-24
Number of pages	6
ISBN (Print)	978-90-386-1852-4
Publication status	Published - May 2009
Event	30th WIC Symposium on Information Theory in the Benelux 2009 - Eindhoven, Netherlands Duration: 28 May 2009 → 29 May 2009 Conference number: 30

Publication series

Name
Publisher	Werkgemeenschap voor Informatie- en Communicatietheorie

Conference

Conference	30th WIC Symposium on Information Theory in the Benelux 2009
Country	Netherlands
City	Eindhoven
Period	28/05/09 → 29/05/09

Keywords

METIS-268950
SCS-Safety
EWI-15964
IR-72098

Access to Document

Xu-WIC30-6
open
Xu-WIC30-6
open

Cite this

@inproceedings{d39752ed6c1d40a2b7d0bcf26c2808a0,

title = "A quality integrated spectral minutiae fingerprint recognition system",

abstract = "Many fingerprint recognition systems are based on minutiae matching. However, the recognition accuracy of minutiae-based matching algorithms is highly dependent on the fingerprint minutiae quality. Therefore, in this paper, we introduce a quality integrated spectral minutiae algorithm, in which the minutiae quality information is incorporated to enhance the performance of the spectral minutiae fingerprint recognition system. In our algorithm, two types of quality data are used. The first is the minutiae reliability, expressing the probability that a given point is indeed a minutia; the second is the minutiae location accuracy, quantifying the error on the minutiae location. We integrate these two types of quality information into the spectral minutiae representation algorithm and achieve a decrease of 1% in equal error rate in the experiment.",

keywords = "METIS-268950, SCS-Safety, EWI-15964, IR-72098",

author = "H. Xu and Veldhuis, {Raymond N.J.} and Kevenaar, {Tom A.M.} and Akkermans, {Anton H.M.}",

year = "2009",

month = may,

language = "Undefined",

isbn = "978-90-386-1852-4",

publisher = "Werkgemeenschap voor Informatie- en Communicatietheorie (WIC)",

pages = "19--24",

booktitle = "Proceedings of the 30th symposium on information theory in the Benelux",

address = "Netherlands",

note = "null ; Conference date: 28-05-2009 Through 29-05-2009",

}

Xu, H, Veldhuis, RNJ, Kevenaar, TAM & Akkermans, AHM 2009, A quality integrated spectral minutiae fingerprint recognition system. in Proceedings of the 30th symposium on information theory in the Benelux. Werkgemeenschap voor Informatie- en Communicatietheorie (WIC), pp. 19-24, 30th WIC Symposium on Information Theory in the Benelux 2009, Eindhoven, Netherlands, 28/05/09.

A quality integrated spectral minutiae fingerprint recognition system. / Xu, H.; Veldhuis, Raymond N.J.; Kevenaar, Tom A.M.; Akkermans, Anton H.M.

Proceedings of the 30th symposium on information theory in the Benelux. Werkgemeenschap voor Informatie- en Communicatietheorie (WIC), 2009. p. 19-24.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

TY - GEN

T1 - A quality integrated spectral minutiae fingerprint recognition system

AU - Xu, H.

AU - Veldhuis, Raymond N.J.

AU - Kevenaar, Tom A.M.

AU - Akkermans, Anton H.M.

N1 - Conference code: 30

PY - 2009/5

Y1 - 2009/5

N2 - Many fingerprint recognition systems are based on minutiae matching. However, the recognition accuracy of minutiae-based matching algorithms is highly dependent on the fingerprint minutiae quality. Therefore, in this paper, we introduce a quality integrated spectral minutiae algorithm, in which the minutiae quality information is incorporated to enhance the performance of the spectral minutiae fingerprint recognition system. In our algorithm, two types of quality data are used. The first is the minutiae reliability, expressing the probability that a given point is indeed a minutia; the second is the minutiae location accuracy, quantifying the error on the minutiae location. We integrate these two types of quality information into the spectral minutiae representation algorithm and achieve a decrease of 1% in equal error rate in the experiment.

AB - Many fingerprint recognition systems are based on minutiae matching. However, the recognition accuracy of minutiae-based matching algorithms is highly dependent on the fingerprint minutiae quality. Therefore, in this paper, we introduce a quality integrated spectral minutiae algorithm, in which the minutiae quality information is incorporated to enhance the performance of the spectral minutiae fingerprint recognition system. In our algorithm, two types of quality data are used. The first is the minutiae reliability, expressing the probability that a given point is indeed a minutia; the second is the minutiae location accuracy, quantifying the error on the minutiae location. We integrate these two types of quality information into the spectral minutiae representation algorithm and achieve a decrease of 1% in equal error rate in the experiment.

KW - METIS-268950

KW - SCS-Safety

KW - EWI-15964

KW - IR-72098

M3 - Conference contribution

SN - 978-90-386-1852-4

SP - 19

EP - 24

BT - Proceedings of the 30th symposium on information theory in the Benelux

PB - Werkgemeenschap voor Informatie- en Communicatietheorie (WIC)

Y2 - 28 May 2009 through 29 May 2009

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