Minutia-pair spectral representations for fingerprint template protection

T. Stanko; B. Skoric

doi:10.1109/WIFS.2017.8267656

Minutia-pair spectral representations for fingerprint template protection

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

Abstract

We introduce a new fixed-length representation of fingerprint minutiae, for use in template protection. It is similar to the `spectral minutiae' representation of Xu et al. but is based on coordinate differences between pairs of minutiae. Our technique has the advantage that it does not discard the phase information of the spectral functions. We show that the fingerprint matching performance (Equal Error Rate) is comparable to that of the original spectral minutiae representation, while the speed is improved.

Original language	English
Title of host publication	2017 IEEE Workshop on Information Forensics and Security (WIFS), 4-7 December 2017, Rennes, France
Place of Publication	Piscataway
Publisher	Institute of Electrical and Electronics Engineers
Pages	1-6
Number of pages	6
ISBN (Electronic)	978-1-5090-6769-5
ISBN (Print)	978-1-5090-6770-1
DOIs	https://doi.org/10.1109/WIFS.2017.8267656
Publication status	Published - 25 Jan 2017
Event	9th IEEE International Workshop on Information Forensics and Security (WIFS 2017) - Rennes, France Duration: 4 Dec 2017 → 7 Dec 2017 Conference number: 9

Conference

Conference	9th IEEE International Workshop on Information Forensics and Security (WIFS 2017)
Abbreviated title	WIFS 2017
Country/Territory	France
City	Rennes
Period	4/12/17 → 7/12/17

Keywords

Biometrics
fingerprint
minutia
template protection

Access to Document

10.1109/WIFS.2017.8267656

Cite this

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title = "Minutia-pair spectral representations for fingerprint template protection",

abstract = "We introduce a new fixed-length representation of fingerprint minutiae, for use in template protection. It is similar to the `spectral minutiae' representation of Xu et al. but is based on coordinate differences between pairs of minutiae. Our technique has the advantage that it does not discard the phase information of the spectral functions. We show that the fingerprint matching performance (Equal Error Rate) is comparable to that of the original spectral minutiae representation, while the speed is improved.",

keywords = "Biometrics, fingerprint, minutia, template protection",

author = "T. Stanko and B. Skoric",

year = "2017",

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booktitle = "2017 IEEE Workshop on Information Forensics and Security (WIFS), 4-7 December 2017, Rennes, France",

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note = "9th IEEE International Workshop on Information Forensics and Security (WIFS 2017), WIFS 2017 ; Conference date: 04-12-2017 Through 07-12-2017",

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Stanko, T & Skoric, B 2017, Minutia-pair spectral representations for fingerprint template protection. in 2017 IEEE Workshop on Information Forensics and Security (WIFS), 4-7 December 2017, Rennes, France., 08267656, Institute of Electrical and Electronics Engineers, Piscataway, pp. 1-6, 9th IEEE International Workshop on Information Forensics and Security (WIFS 2017), Rennes, France, 4/12/17. https://doi.org/10.1109/WIFS.2017.8267656

Minutia-pair spectral representations for fingerprint template protection. / Stanko, T.; Skoric, B.
2017 IEEE Workshop on Information Forensics and Security (WIFS), 4-7 December 2017, Rennes, France. Piscataway: Institute of Electrical and Electronics Engineers, 2017. p. 1-6 08267656.

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

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PY - 2017/1/25

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N2 - We introduce a new fixed-length representation of fingerprint minutiae, for use in template protection. It is similar to the `spectral minutiae' representation of Xu et al. but is based on coordinate differences between pairs of minutiae. Our technique has the advantage that it does not discard the phase information of the spectral functions. We show that the fingerprint matching performance (Equal Error Rate) is comparable to that of the original spectral minutiae representation, while the speed is improved.

AB - We introduce a new fixed-length representation of fingerprint minutiae, for use in template protection. It is similar to the `spectral minutiae' representation of Xu et al. but is based on coordinate differences between pairs of minutiae. Our technique has the advantage that it does not discard the phase information of the spectral functions. We show that the fingerprint matching performance (Equal Error Rate) is comparable to that of the original spectral minutiae representation, while the speed is improved.

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BT - 2017 IEEE Workshop on Information Forensics and Security (WIFS), 4-7 December 2017, Rennes, France

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T2 - 9th IEEE International Workshop on Information Forensics and Security (WIFS 2017)

Y2 - 4 December 2017 through 7 December 2017

ER -

Minutia-pair spectral representations for fingerprint template protection

Abstract

Conference

Keywords

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