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59924

ID Card Recognition Based on ArabicOCR System

Article

Last updated: 24 Dec 2024

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Abstract

Optical character recognition of Arabic language is a field of research that is socially very relevant and challenging.
The social relevance lies on the fact that OCR is very important for many applications that need character recognition of images. Our system is Egyptian ID cards reader system which extracts important data from the ID card image, recognizes data and translates it into editable text on computer so it can be edited and saved. Then, the system can compare between a tested ID card and the database saved before. This paper extensively reviews the base line-based segmentation and DCT based feature extractor approaches used for building this special Arabic OCR system. It also reports the experimental results obtained so far showing the reliability of our system. Finally, we'll show thatthe system works fast on the scientific Matlab library, as it needs about 16 seconds in average to process one ID card, and the system is expected to do better performance when transferring it from the academic phase to the product phase.

DOI

10.21608/ejle.2014.59924

Keywords

Arabic OCR, Card Identification, Information Retrieval, Classifiers Fusion

Authors

First Name

Amira

Last Name

Shaaban

MiddleName

-

Affiliation

Electronics and Communication Department, Faculty of Engineering, Cairo University

Email

amira_shaban22@yahoo.com

City

Giza, Egypt

Orcid

-

First Name

Ashraf

Last Name

Hussein

MiddleName

-

Affiliation

Electronics and Communication Department, Faculty of Engineering, Cairo University

Email

h_ashraf16@hotmail.com

City

Giza, Egypt

Orcid

-

First Name

Esraa

Last Name

Shokry

MiddleName

-

Affiliation

Electronics and Communication Department, Faculty of Engineering, Cairo University

Email

engesraa_2013@hotmail.com

City

Giza, Egypt

Orcid

-

First Name

Olaa

Last Name

Alaa-Eldin

MiddleName

-

Affiliation

Electronics and Communication Department, Faculty of Engineering, Cairo University

Email

olaalaa_2013@yahoo.com

City

Giza, Egypt

Orcid

-

First Name

Mohsen

Last Name

Rashwan

MiddleName

-

Affiliation

Electronics and Communication Department, Faculty of Engineering, Cairo University

Email

mrashwan@rdi-eg.com

City

Giza, Egypt

Orcid

-

First Name

Hassanin

Last Name

Barhamtoshy

MiddleName

-

Affiliation

Faculty of Computing & Information Technology, King Abdulaziz University Jeddah, Saudi Arabia

Email

hassanin@kau.edu.sa

City

Jeda

Orcid

-

Volume

1

Article Issue

2

Related Issue

8936

Issue Date

2014-09-01

Receive Date

2014-04-15

Publish Date

2014-09-01

Page Start

35

Page End

49

Print ISSN

2356-8208

Online ISSN

2356-8216

Article File

EJLE_Volume 1_Issue 2_Pages 35-49.pdf

PDF . 1.3MB

Link

https://ejle.journals.ekb.eg/article_59924.html

Detail API

https://ejle.journals.ekb.eg/service?article_code=59924

Order

4

Type

Original Article

Type Code

1,039

Publication Type

Journal

Publication Title

The Egyptian Journal of Language Engineering

Publication Link

https://ejle.journals.ekb.eg/

MainTitle

ID Card Recognition Based on ArabicOCR System

Details

Type

Article

Created At

22 Jan 2023