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

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

Research output: Chapter in Book/Report/Conference proceedingConference contribution

9 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 languageEnglish
Title of host publication54th IEEE International Midwest Symposium on Circuits and Systems, MWSCAS 2011
DOIs
Publication statusPublished - 2011 Oct 13
Event54th IEEE International Midwest Symposium on Circuits and Systems, MWSCAS 2011 - Seoul, Korea, Republic of
Duration: 2011 Aug 72011 Aug 10

Publication series

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

Other

Other54th IEEE International Midwest Symposium on Circuits and Systems, MWSCAS 2011
CountryKorea, Republic of
CitySeoul
Period11/8/711/8/10

Fingerprint

Biometrics

All Science Journal Classification (ASJC) codes

  • Electronic, Optical and Magnetic Materials
  • Electrical and Electronic Engineering

Cite this

Jin, Z., Ong, T. S., Tee, C., & Teoh, B. J. (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). https://doi.org/10.1109/MWSCAS.2011.6026327
Jin, Zhe ; Ong, Thian Song ; Tee, Connie ; Teoh, Beng Jin. / Generating revocable fingerprint template using polar grid based 3-tuple quantization technique. 54th IEEE International Midwest Symposium on Circuits and Systems, MWSCAS 2011. 2011. (Midwest Symposium on Circuits and Systems).
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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.",
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Jin, Z, Ong, TS, Tee, C & Teoh, BJ 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, 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 proceedingConference contribution

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Jin Z, Ong TS, Tee C, Teoh BJ. Generating revocable fingerprint template using polar grid based 3-tuple quantization technique. In 54th IEEE International Midwest Symposium on Circuits and Systems, MWSCAS 2011. 2011. 6026327. (Midwest Symposium on Circuits and Systems). https://doi.org/10.1109/MWSCAS.2011.6026327