Generating revocable fingerprint template using polar grid based 3-tuple quantization technique

Zhe Jin; Thian Song Ong; Connie Tee; Andrew Beng Jin Teoh

doi:10.1109/MWSCAS.2011.6026327

Generating revocable fingerprint template using polar grid based 3-tuple quantization technique

Zhe Jin, Thian Song Ong, Connie Tee, Andrew Beng Jin Teoh

Department of Electrical and Electronic Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

12 Citations (Scopus)

Abstract

Recently, biometric template protection has received much attention from the research community due to the security and privacy concerns of biometric template. Although a number of biometric template protection methods have been reported, yet, it is still a challenging task to devise a biometric template protection method which satisfies all the biometric template protection criteria namely diversity, revocability, non-invertibility and performance. In this paper, a method is proposed to generate a revocable fingerprint template of bit-string from a set of minutiae points through polar grid based 3-tuple quantization (PGTQ) technique. Two merits of the proposed method are outlined, i.e., alignment-free and performance. FVC2002 DB1 and DB2 are used to evaluate the performance of the proposed method. Besides, the template protection criteria are also examined to ensure the security and privacy of the biometric template.

Original language	English
Title of host publication	54th IEEE International Midwest Symposium on Circuits and Systems, MWSCAS 2011
DOIs	https://doi.org/10.1109/MWSCAS.2011.6026327
Publication status	Published - 2011
Event	54th IEEE International Midwest Symposium on Circuits and Systems, MWSCAS 2011 - Seoul, Korea, Republic of Duration: 2011 Aug 7 → 2011 Aug 10

Publication series

Name	Midwest Symposium on Circuits and Systems
ISSN (Print)	1548-3746

Other

Other	54th IEEE International Midwest Symposium on Circuits and Systems, MWSCAS 2011
Country	Korea, Republic of
City	Seoul
Period	11/8/7 → 11/8/10

All Science Journal Classification (ASJC) codes

Electronic, Optical and Magnetic Materials
Electrical and Electronic Engineering

Access to Document

10.1109/MWSCAS.2011.6026327

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Cite this

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title = "Generating revocable fingerprint template using polar grid based 3-tuple quantization technique",

abstract = "Recently, biometric template protection has received much attention from the research community due to the security and privacy concerns of biometric template. Although a number of biometric template protection methods have been reported, yet, it is still a challenging task to devise a biometric template protection method which satisfies all the biometric template protection criteria namely diversity, revocability, non-invertibility and performance. In this paper, a method is proposed to generate a revocable fingerprint template of bit-string from a set of minutiae points through polar grid based 3-tuple quantization (PGTQ) technique. Two merits of the proposed method are outlined, i.e., alignment-free and performance. FVC2002 DB1 and DB2 are used to evaluate the performance of the proposed method. Besides, the template protection criteria are also examined to ensure the security and privacy of the biometric template.",

author = "Zhe Jin and Ong, {Thian Song} and Connie Tee and Teoh, {Andrew Beng Jin}",

year = "2011",

doi = "10.1109/MWSCAS.2011.6026327",

language = "English",

isbn = "9781612848570",

series = "Midwest Symposium on Circuits and Systems",

booktitle = "54th IEEE International Midwest Symposium on Circuits and Systems, MWSCAS 2011",

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Jin, Z, Ong, TS, Tee, C & Teoh, ABJ 2011, Generating revocable fingerprint template using polar grid based 3-tuple quantization technique. in 54th IEEE International Midwest Symposium on Circuits and Systems, MWSCAS 2011., 6026327, Midwest Symposium on Circuits and Systems, 54th IEEE International Midwest Symposium on Circuits and Systems, MWSCAS 2011, Seoul, Korea, Republic of, 11/8/7. https://doi.org/10.1109/MWSCAS.2011.6026327

Generating revocable fingerprint template using polar grid based 3-tuple quantization technique. / Jin, Zhe; Ong, Thian Song; Tee, Connie; Teoh, Andrew Beng Jin.

54th IEEE International Midwest Symposium on Circuits and Systems, MWSCAS 2011. 2011. 6026327 (Midwest Symposium on Circuits and Systems).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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N2 - Recently, biometric template protection has received much attention from the research community due to the security and privacy concerns of biometric template. Although a number of biometric template protection methods have been reported, yet, it is still a challenging task to devise a biometric template protection method which satisfies all the biometric template protection criteria namely diversity, revocability, non-invertibility and performance. In this paper, a method is proposed to generate a revocable fingerprint template of bit-string from a set of minutiae points through polar grid based 3-tuple quantization (PGTQ) technique. Two merits of the proposed method are outlined, i.e., alignment-free and performance. FVC2002 DB1 and DB2 are used to evaluate the performance of the proposed method. Besides, the template protection criteria are also examined to ensure the security and privacy of the biometric template.

AB - Recently, biometric template protection has received much attention from the research community due to the security and privacy concerns of biometric template. Although a number of biometric template protection methods have been reported, yet, it is still a challenging task to devise a biometric template protection method which satisfies all the biometric template protection criteria namely diversity, revocability, non-invertibility and performance. In this paper, a method is proposed to generate a revocable fingerprint template of bit-string from a set of minutiae points through polar grid based 3-tuple quantization (PGTQ) technique. Two merits of the proposed method are outlined, i.e., alignment-free and performance. FVC2002 DB1 and DB2 are used to evaluate the performance of the proposed method. Besides, the template protection criteria are also examined to ensure the security and privacy of the biometric template.

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