33517

PERSONAL IDENTIFICATION SYSTEM BASED ON HUMAN IRIS RECOGNITION

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Last updated: 04 Jan 2025

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Abstract

ABSTRACT
The biometric person identification technique based on the pattern of the human iris is a very
costly top secure application. This paper describes a personal identification system based on
the human iris imaging through providing a set of algorithms that describes image acquisition,
image segmentation, feature extraction and pattern forming. For image acquisition, we present
an image enhancement algorithm in order to get more accurate image feature results. In
addition, we propose a boundary localization algorithm, which used to find the pupil
boundary. A new iris recognition method that analyzes local variations of the iris is used to
construct a Feature Selection Vector (FSV) that can be used to extract features of any iris
image size. Extensive experimental results using Pearson's correlation coefficient to verify
one's identity on CASIA iris images database shows that the proposed system is effective and
encouraging.

DOI

10.21608/iceeng.2006.33517

Keywords

Iris recognition, Biometric Identification, Image Segmentation, Pattern Recognition, Pearson's Correlation Coefficient

Authors

First Name

Osama

Last Name

Hegazy

MiddleName

Fathy

Affiliation

Phd. Computer Science Department, Cairo Higher Institute for Computers, Information and Management, Cairo Academy, Golf Region, Cairo, Egypt.

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Volume

5

Article Issue

5th International Conference on Electrical Engineering ICEENG 2006

Related Issue

5615

Issue Date

2006-05-01

Receive Date

2019-05-28

Publish Date

2006-05-01

Page Start

1

Page End

14

Print ISSN

2636-4433

Online ISSN

2636-4441

Link

https://iceeng.journals.ekb.eg/article_33517.html

Detail API

https://iceeng.journals.ekb.eg/service?article_code=33517

Order

12

Type

Original Article

Type Code

833

Publication Type

Journal

Publication Title

The International Conference on Electrical Engineering

Publication Link

https://iceeng.journals.ekb.eg/

MainTitle

PERSONAL IDENTIFICATION SYSTEM BASED ON HUMAN IRIS RECOGNITION

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Article

Created At

22 Jan 2023