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Hybrid Method for Contrast Enhancement of Industrial Videoscope Images

Article

Last updated: 13 Dec 2022

Subjects

-

Tags

Videoscope images
CLAHE
Fuzzy technique
Histogram matching
Histogram equalization
Hybrid Method for Contrast Enhancement of Industrial Videoscope Images
2021 International Conference on Electronic Engineering (ICEEM)

Abstract

Pre-processing is a required step for image enhancement. Videoscope image enhancement is a difficult research area as the captured images suffer from noise and poor contrast. Contrast enhancement is very important in videoscope images enhancement as it improves the quality of the image. Contrast image enhancement techniques include histogram equalization, fuzzy technique, Contrast Limited Adaptive Histogram Equalization (CLAHE), and histogram matching. These techniques are applied to improve the quality of the videoscope images. The hybrid method that contains CLAHE and fuzzy technique achieves higher results. Simulation results achieve a superior performance with higher image quality, higher evaluation metrics values, and much more details in images.

Keywords

Videoscope images, CLAHE, Fuzzy technique, Histogram matching, Histogram equalization

Authors

First Name

Reda

Last Name

ammar

Affiliation

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

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City

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Orcid

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First Name

Fathi

Last Name

Abd El-SAmie

Affiliation

Minufia- Egypt

Email

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City

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Orcid

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First Name

walid

Last Name

elshafee

Affiliation

Fathi E. Abd El-Samie Department of Electronics and Electrical Communications Engineering Faculty of Electronic Engineering Menoufia University

Email

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City

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Orcid

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First Name

noha

Last Name

elhag

Affiliation

Department of Electronics and Electrical Communications Engineering Faculty of Engineering, Minia University, Egypt

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City

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Orcid

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First Name

Atef

Last Name

Abou Elazm

Affiliation

Communication, faculty of electronic eng., menoufia university

Email

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City

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Orcid

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First Name

amir

Last Name

salah

Affiliation

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

Email

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City

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Orcid

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First Name

sahar

Last Name

abu

Affiliation

Department of Electronics and Electrical Communications Engineering Faculty of Engineering, Minia University, Egypt

Email

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City

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Orcid

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First Name

ghada

Last Name

banby

Affiliation

Department of Industrial electronics and control engineering Engineering Faculty of Electronic Engineering Menoufia University: Menouf, Egypt

Email

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City

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Orcid

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First Name

ashraf

Last Name

khalifa

Affiliation

Dept. of Electronics and Electrical Communication, Faculty of Engineering, Minia University, Egypt

Email

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City

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Orcid

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Volume

2nd IEEE International Conference on Electronic Eng., Faculty of Electronic Eng., Menouf, Egypt, 3-4 July. 2021

Issue Date

1 Jan 2021

Publish Date

14 Jun 2021

Page Start

6

Page End

9

Link

https://iceem2021.conferences.ekb.eg/article_1118.html

Order

2

Publication Type

Conference

Publication Title

2021 International Conference on Electronic Engineering (ICEEM)

Publication Link

https://iceem2021.conferences.ekb.eg/

Details

Type

Article

Locale

en

Created At

13 Dec 2022