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34372

Detection of steel defect using the image processing algorithms

Article

Last updated: 04 Jan 2025

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Abstract

Abstract:
In this paper, detection and classification of steel surface defects is investigated. Image
processing algorithms are applied for detecting four popular kind of steel defects, i.e.,
hole, scratch, Coil break and rust. The results show that the applied algorithms have a
good performance on steel defect detection. Numerical results indicate that the
implemented image processing algorithms have 88.4%, 78%, 90.4%, 90.3 % accuracy
respectively on the hole, scratch, Coil break and rust defect.

DOI

10.21608/iceeng.2008.34372

Keywords

Automatic inspection, Image processing, Steel defect

Authors

First Name

M.

Last Name

Sharifzadeh

MiddleName

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Affiliation

Electrical and Computer Department., Isfahan University of Technology, Isfahan, Iran.

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Orcid

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First Name

R.

Last Name

Amirfattahi

MiddleName

-

Affiliation

Electrical and Computer Department., Isfahan University of Technology, Isfahan, Iran.

Email

-

City

-

Orcid

-

First Name

S.

Last Name

Sadri

MiddleName

-

Affiliation

Electrical and Computer Department., Isfahan University of Technology, Isfahan, Iran.

Email

-

City

-

Orcid

-

First Name

S.

Last Name

Alirezaee

MiddleName

-

Affiliation

Engineering Department., University of Zanjan, Zanjan, Iran.

Email

-

City

-

Orcid

-

First Name

M.

Last Name

Ahmadi

MiddleName

-

Affiliation

Electrical & Computer Eng. Dept., University of Windsor, 401 Sunset Ave, Windsor, Ontario, Canada.

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-

Orcid

-

Volume

6

Article Issue

6th International Conference on Electrical Engineering ICEENG 2008

Related Issue

5700

Issue Date

2008-05-01

Receive Date

2019-06-11

Publish Date

2008-05-01

Page Start

1

Page End

7

Print ISSN

2636-4433

Online ISSN

2636-4441

Article File

ICEENG_Volume 6_Issue 6th International Conference on Electrical Engineering ICE….pdf

PDF . 356.9kB

Link

https://iceeng.journals.ekb.eg/article_34372.html

Detail API

https://iceeng.journals.ekb.eg/service?article_code=34372

Order

105

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

Detection of steel defect using the image processing algorithms

Details

Type

Article

Created At

22 Jan 2023