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76987

Proposed Cancelable Face Recognition System Based on Histogram of Oriented Gradients

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Last updated: 25 Dec 2024

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Abstract

nowadays have seen exponential growth in the usage of various biometric technologies in authenticated automatic recognition of humans. With the fast adaptation of biometric systems, there is a vital concern that biometric technologies may compromise the privacy and anonymity of individuals. To restrain the theft of biometric templates, it is desirable to alter them through noninvertible and revocable transformations to produce a cancelable biometric pattern. In this paper, we propose cancelable face pattern generation technique based on component Histogram of Oriented Gradients (HOG) and The Optical Double Random Phase Encoding (DRPE) algorithm. The proposed is evaluated by the security degree and receiver operating characteristic (ROC) Experiments carried out on diverse face databases assure the efficiency of the proposed approach. The proposed template succeeds to hide the details of the images and enhances ROC compared to the traditional standard.

DOI

10.21608/mjeer.2019.76987

Keywords

Biometric, Face Recognition, Cancelable Biometric, Random Projection, Bio Hashing

Authors

First Name

S. S.

Last Name

El-Beheiry

MiddleName

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Affiliation

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

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First Name

A. E.

Last Name

El-Fiqi

MiddleName

-

Affiliation

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

Email

-

City

-

Orcid

-

First Name

A.

Last Name

El-Mahlaway

MiddleName

-

Affiliation

Department of Computer Science and Engineering, Faculty of Electronic Engineering, Menoufia University Menouf, Egypt

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-

City

-

Orcid

-

First Name

Gh.

Last Name

El-Banby

MiddleName

-

Affiliation

Department of Industrial Electronics Engineering and Control, Faculty of Electronic Engineering, Menoufia University Menouf, Egypt

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-

City

-

Orcid

-

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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-

City

-

Orcid

-

First Name

S.

Last Name

El-Rabaie

MiddleName

-

Affiliation

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

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-

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-

Orcid

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Volume

28

Article Issue

ICEEM2019-Special Issue

Related Issue

9704

Issue Date

2019-12-01

Receive Date

2020-03-11

Publish Date

2019-12-01

Page Start

138

Page End

144

Print ISSN

1687-1189

Online ISSN

2682-3535

Link

https://mjeer.journals.ekb.eg/article_76987.html

Detail API

https://mjeer.journals.ekb.eg/service?article_code=76987

Order

48

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

Proposed Cancelable Face Recognition System Based on Histogram of Oriented Gradients

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Article

Created At

22 Jan 2023