A New Application of MACE Filter for Cancelable Fingerprint Recognition | ||||
| Menoufia Journal of Electronic Engineering Research | ||||
| Article 33, Volume 28, ICEEM2019-Special Issue, 2019, Page 58-62 | ||||
| Document Type: Original Article | ||||
| DOI: 10.21608/mjeer.2019.76753 | ||||
 View on SCiNiTO | ||||
| Authors | ||||
Aya G Elshiekh1; Ensherah A. Naeem2; Atef Abou Elazm3; Walid El-Shafai 4; Ghada M. El-Banby5; Fathi E. Abd El-Samie6
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| 1Communications and Electronics Department Faculty of Electronic Engineering,Manoufia University: Menouf, Egypt | ||||
| 2Electrical Engineering Department Faculty of Industrial Education,Suez University: Suez, Egypt | ||||
| 3Department of Electronics and Electrical Communications Engineering Faculty of Electronic Engineering Menoufia University: Menouf, Egypt | ||||
| 4Department of Electronics and Electrical Communications Engineering Faculty of Electronic Engineering Menoufia University: Menouf, Egypt | ||||
| 5Dept. of Automatic Control, Faculty of Electronic Engineering, Menouf 32952, Menoufia University, Egypt | ||||
| 6Department of Electronics and Electrical Communications Engineering Faculty of Electronic Engineering Menoufia University: Menouf, Egypt | ||||
| Abstract | ||||
| Now a days there is a widespread use of biometric authentication system, biometric templates cannot be replaced if lost or compromised. To deal with the issue of the compromised biometric template, template protection schemes evolved to make it possible to replace the biometric template. Cancelable biometric is such a template protection scheme that replaces a biometric template when the stored template is stolen or lost. Fingerprints are a good choice as they are unique to a person. Fingerprint recognition is a complex pattern recognition problem. This paper proposes fingerprint verification based on correlation filters because of their properties like shift invariance, ability to accommodate in-class image variability and closed form expressions. The performance of a specific type of correlation filter called the minimum average correlation energy (MACE) filter | ||||
| Keywords | ||||
| Cancelable biometric system; correlation filter; Fingerprint Recognition; Minimum average correlation energy (MACE) | ||||
| References | ||||
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[2] John W. Fisher III and Jose C. Principe Computational Neuro Engineering Laboratory University of Florida Gainesville, FL 32611
[3] Suvarna Joshi Dr.Abhay Kumar (Lecturer Professor, MIT College of Engg.Pune, School of Electronics, DA Univesity, Indore), International Conference on VLSI, Communication & Instrumentation (ICVCI) 2011
[4] Marios Savvides, B.V.K. Vijaya Kumar and P.K. Khosla
Electrical & Computer Engineering, Carnegie Mellon University, Pittsburgh PA 15213
[5] Sanggyu Shin, Yoichi Seto. Study of Cancelable Biometrics in Security Improvement of Biometric Authentication System. 14th Computer Information Systems and Industrial Management (CISIM),
Sep 2015, Warsaw, Poland. pp.547-558, 10.1007/978-3-319-24369-6_46. hal-01444496.
[6] A Survey on Biometrics and Cancelable Biometrics Systems Article in International Journal of Image and Graphics · January 2018 DOI: 10.1142/S0219467818500067 [7] Cancelable Biometrics: A Review Vishal M. Patel, Member, IEEE, Nalini K. Ratha, Fellow, IEEE, and Rama Chellappa, Fellow, IEEE | ||||
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