A correlation-based fingerprint verification system

Asker M. Bazen; Gerben T.B. Verwaaijen; Sabih H. Gerez; Leo P.J. Veelenturf; Berend Jan van der Zwaag

A correlation-based fingerprint verification system

Asker M. Bazen, Gerben T.B. Verwaaijen, Sabih H. Gerez, Leo P.J. Veelenturf, Berend Jan van der Zwaag

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

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Abstract

In this paper, a correlation-based fingerprint verification system is presented. Unlike the traditional minutiae-based systems, this system directly uses the richer gray-scale information of the fingerprints. The correlation-based fingerprint verification system first selects appropriate templates in the primary fingerprint, uses template matching to locate them in the secondary print, and compares the template positions of both fingerprints. Unlike minutiae-based systems, the correlation-based fingerprint verification system is capable of dealing with bad-quality images from which no minutiae can be extracted reliably and with fingerprints that suffer from non-uniform shape distortions. Experiments have shown that the performance of this system at the moment is comparable to the performance of many other fingerprint verification systems.

Original language	English
Title of host publication	Proceedings SAFE, ProRISC, SeSens 2000
Subtitle of host publication	November 29-December 1, 2000, Veldhoven, the Netherlands
Place of Publication	Veldhoven
Publisher	STW
Pages	205-213
Number of pages	9
ISBN (Print)	90-73461-24-3
Publication status	Published - Nov 2000
Event	11th Annual Workshop on Circuits, Systems and Signal Processing, ProRISC 2000 - Veldhoven, Netherlands Duration: 30 Nov 2000 → 1 Dec 2000

Workshop

Workshop	11th Annual Workshop on Circuits, Systems and Signal Processing, ProRISC 2000
Country/Territory	Netherlands
City	Veldhoven
Period	30/11/00 → 1/12/00

Keywords

Fingerprint verification
Image Processing
SCS-Safety
Template matching

Access to Document

Bazen2000correlationFinal published version, 403 KB

Cite this

@inproceedings{50cf04b376a947b8b7134f1f1a7bec95,

title = "A correlation-based fingerprint verification system",

abstract = "In this paper, a correlation-based fingerprint verification system is presented. Unlike the traditional minutiae-based systems, this system directly uses the richer gray-scale information of the fingerprints. The correlation-based fingerprint verification system first selects appropriate templates in the primary fingerprint, uses template matching to locate them in the secondary print, and compares the template positions of both fingerprints. Unlike minutiae-based systems, the correlation-based fingerprint verification system is capable of dealing with bad-quality images from which no minutiae can be extracted reliably and with fingerprints that suffer from non-uniform shape distortions. Experiments have shown that the performance of this system at the moment is comparable to the performance of many other fingerprint verification systems.",

keywords = "Fingerprint verification, Image Processing, SCS-Safety, Template matching",

author = "Bazen, {Asker M.} and Verwaaijen, {Gerben T.B.} and Gerez, {Sabih H.} and Veelenturf, {Leo P.J.} and {van der Zwaag}, {Berend Jan}",

year = "2000",

month = nov,

language = "English",

isbn = "90-73461-24-3",

pages = "205--213",

booktitle = "Proceedings SAFE, ProRISC, SeSens 2000",

publisher = "STW",

note = "11th Annual Workshop on Circuits, Systems and Signal Processing, ProRISC 2000 ; Conference date: 30-11-2000 Through 01-12-2000",

}

Bazen, AM, Verwaaijen, GTB, Gerez, SH, Veelenturf, LPJ & van der Zwaag, BJ 2000, A correlation-based fingerprint verification system. in Proceedings SAFE, ProRISC, SeSens 2000: November 29-December 1, 2000, Veldhoven, the Netherlands. STW, Veldhoven, pp. 205-213, 11th Annual Workshop on Circuits, Systems and Signal Processing, ProRISC 2000, Veldhoven, Netherlands, 30/11/00.

A correlation-based fingerprint verification system. / Bazen, Asker M.; Verwaaijen, Gerben T.B.; Gerez, Sabih H. et al.

Proceedings SAFE, ProRISC, SeSens 2000: November 29-December 1, 2000, Veldhoven, the Netherlands. Veldhoven : STW, 2000. p. 205-213.

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

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T1 - A correlation-based fingerprint verification system

AU - Bazen, Asker M.

AU - Verwaaijen, Gerben T.B.

AU - Gerez, Sabih H.

AU - Veelenturf, Leo P.J.

AU - van der Zwaag, Berend Jan

PY - 2000/11

Y1 - 2000/11

N2 - In this paper, a correlation-based fingerprint verification system is presented. Unlike the traditional minutiae-based systems, this system directly uses the richer gray-scale information of the fingerprints. The correlation-based fingerprint verification system first selects appropriate templates in the primary fingerprint, uses template matching to locate them in the secondary print, and compares the template positions of both fingerprints. Unlike minutiae-based systems, the correlation-based fingerprint verification system is capable of dealing with bad-quality images from which no minutiae can be extracted reliably and with fingerprints that suffer from non-uniform shape distortions. Experiments have shown that the performance of this system at the moment is comparable to the performance of many other fingerprint verification systems.

AB - In this paper, a correlation-based fingerprint verification system is presented. Unlike the traditional minutiae-based systems, this system directly uses the richer gray-scale information of the fingerprints. The correlation-based fingerprint verification system first selects appropriate templates in the primary fingerprint, uses template matching to locate them in the secondary print, and compares the template positions of both fingerprints. Unlike minutiae-based systems, the correlation-based fingerprint verification system is capable of dealing with bad-quality images from which no minutiae can be extracted reliably and with fingerprints that suffer from non-uniform shape distortions. Experiments have shown that the performance of this system at the moment is comparable to the performance of many other fingerprint verification systems.

KW - Fingerprint verification

KW - Image Processing

KW - SCS-Safety

KW - Template matching

M3 - Conference contribution

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BT - Proceedings SAFE, ProRISC, SeSens 2000

PB - STW

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T2 - 11th Annual Workshop on Circuits, Systems and Signal Processing, ProRISC 2000

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