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76753

A New Application of MACE Filter for Cancelable Fingerprint Recognition

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Last updated: 25 Dec 2024

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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

DOI

10.21608/mjeer.2019.76753

Keywords

Cancelable biometric system, correlation filter, Fingerprint Recognition, Minimum average correlation energy (MACE)

Authors

First Name

Aya G

Last Name

Elshiekh

MiddleName

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Affiliation

Communications and Electronics Department Faculty of Electronic Engineering,Manoufia University: Menouf, Egypt

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First Name

Ensherah A.

Last Name

Naeem

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Affiliation

Electrical Engineering Department Faculty of Industrial Education,Suez University: Suez, Egypt

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Orcid

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First Name

Atef

Last Name

Abou Elazm

MiddleName

-

Affiliation

Department of Electronics and Electrical Communications Engineering Faculty of Electronic Engineering Menoufia University: Menouf, Egypt

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Orcid

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First Name

Walid

Last Name

El-Shafai

MiddleName

-

Affiliation

Department of Electronics and Electrical Communications Engineering Faculty of Electronic Engineering Menoufia University: Menouf, Egypt

Email

eng.waled.elshafai@gmail.com

City

-

Orcid

0000-0001-7509-2120

First Name

Ghada M.

Last Name

El-Banby

MiddleName

-

Affiliation

Dept. of Automatic Control, Faculty of Electronic Engineering, Menouf 32952, Menoufia University, Egypt

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Orcid

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First Name

Fathi E.

Last Name

Abd El-Samie

MiddleName

-

Affiliation

Department of Electronics and Electrical Communications Engineering Faculty of Electronic Engineering Menoufia University: Menouf, Egypt

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Volume

28

Article Issue

ICEEM2019-Special Issue

Related Issue

9704

Issue Date

2019-12-01

Receive Date

2020-03-10

Publish Date

2019-12-01

Page Start

58

Page End

62

Print ISSN

1687-1189

Online ISSN

2682-3535

Link

https://mjeer.journals.ekb.eg/article_76753.html

Detail API

https://mjeer.journals.ekb.eg/service?article_code=76753

Order

33

Type

Original Article

Type Code

1,088

Publication Type

Journal

Publication Title

Menoufia Journal of Electronic Engineering Research

Publication Link

https://mjeer.journals.ekb.eg/

MainTitle

A New Application of MACE Filter for Cancelable Fingerprint Recognition

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Article

Created At

22 Jan 2023