TY - GEN
T1 - Reducing Computational Cost of Pair-Polar Coordinate-based Cancelable Fingerprint Template Matching
AU - Susanto, Lucas
AU - Ahmad, Tohari
N1 - Publisher Copyright:
© 2020 IEEE.
PY - 2020/9/15
Y1 - 2020/9/15
N2 - Since a long time ago, biometrics has become a popular authentication method to verify users easily. Despite this advantage, the user's biometric data must be stored securely because those data cannot be replaced once it has been compromised. It is because humans cannot alter parts of his or her body. Many methods can be used to secure biometric data. One of them is the cancelable fingerprint template. However, its matching computation process is quite expensive, as many minutia points need to compare. In this paper, we optimize the number of minutia points in its selection process using a new threshold. It is to reduce the computational cost of pair-polar coordinate-based cancelable fingerprint template's matching. The experiment result shows that the proposed method achieves five times better performance than the previous method.
AB - Since a long time ago, biometrics has become a popular authentication method to verify users easily. Despite this advantage, the user's biometric data must be stored securely because those data cannot be replaced once it has been compromised. It is because humans cannot alter parts of his or her body. Many methods can be used to secure biometric data. One of them is the cancelable fingerprint template. However, its matching computation process is quite expensive, as many minutia points need to compare. In this paper, we optimize the number of minutia points in its selection process using a new threshold. It is to reduce the computational cost of pair-polar coordinate-based cancelable fingerprint template's matching. The experiment result shows that the proposed method achieves five times better performance than the previous method.
KW - biometrics
KW - cancelable template
KW - fingerprint
KW - information security
UR - http://www.scopus.com/inward/record.url?scp=85098951520&partnerID=8YFLogxK
U2 - 10.1109/IC2IE50715.2020.9274665
DO - 10.1109/IC2IE50715.2020.9274665
M3 - Conference contribution
AN - SCOPUS:85098951520
T3 - 2020 3rd International Conference on Computer and Informatics Engineering, IC2IE 2020
SP - 31
EP - 36
BT - 2020 3rd International Conference on Computer and Informatics Engineering, IC2IE 2020
A2 - Hermawan, Indra
A2 - Rasyidin, Muhammad Yusuf Bagus
A2 - Huzaifa, Malisa
A2 - Ermis Ismail, Iklima
A2 - Muharram, Asep Taufik
A2 - Mardiyono, Anggi
A2 - Marcheeta, Noorlela
A2 - Kurniawati, Dewi
A2 - Yuly, Ade Rahma
A2 - Suhanda, Ariawan Andi
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 3rd International Conference on Computer and Informatics Engineering, IC2IE 2020
Y2 - 15 September 2020 through 16 September 2020
ER -