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 | |
| Publication status | Published - 2011 Oct 13 |
| 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 |
Fingerprint
All Science Journal Classification (ASJC) codes
- Electronic, Optical and Magnetic Materials
- Electrical and Electronic Engineering
Cite this
}
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 proceeding › Conference contribution
TY - GEN
T1 - Generating revocable fingerprint template using polar grid based 3-tuple quantization technique
AU - Jin, Zhe
AU - Ong, Thian Song
AU - Tee, Connie
AU - Teoh, Beng Jin
PY - 2011/10/13
Y1 - 2011/10/13
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.
UR - http://www.scopus.com/inward/record.url?scp=80053648256&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=80053648256&partnerID=8YFLogxK
U2 - 10.1109/MWSCAS.2011.6026327
DO - 10.1109/MWSCAS.2011.6026327
M3 - Conference contribution
AN - SCOPUS:80053648256
SN - 9781612848570
T3 - Midwest Symposium on Circuits and Systems
BT - 54th IEEE International Midwest Symposium on Circuits and Systems, MWSCAS 2011
ER -