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62722

Resolution and Quality Enhancement of Images Using Contrast Limit Adaptive Histogram Equalization

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Last updated: 04 Jan 2025

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Abstract

In this paper, hybrid approaches for quality enhancement of images
compiled from Contrast Limited Adaptive Histogram Equalization
(CLAHE) and image interpolation are presented. Adaptive histogram
equalization is employed for contrast enhancement, while image
interpolation is used for resolution enhancement. Both the CLAHE and
image interpolation are used interchangeably to check the most
suitable scheme for quality enhancement of images. The utilized
interpolation techniques during paper are polynomial-based
techniques. Simulation results have proved that the application of
CLAHE firstly enhances the image quality in a better way.

DOI

10.21608/mjeer.2019.62722

Keywords

Contrast limited adaptive histogram equalization, interpolation, and contrast enhancement

Authors

First Name

Sahar

Last Name

Aboshosha

MiddleName

-

Affiliation

Ministry of Electricity

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City

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Orcid

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First Name

Osama

Last Name

Zahran

MiddleName

-

Affiliation

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

Email

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Orcid

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First Name

Mohamed

Last Name

El-Kordy

MiddleName

-

Affiliation

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

Email

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City

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Orcid

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First Name

Moawad

Last Name

Dessouky

MiddleName

-

Affiliation

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

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-

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Orcid

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First Name

Fathi

Last Name

Abd El-Samie

MiddleName

-

Affiliation

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

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-

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-

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Volume

28

Article Issue

1

Related Issue

9506

Issue Date

2019-01-01

Receive Date

2017-01-21

Publish Date

2019-01-01

Page Start

45

Page End

60

Print ISSN

1687-1189

Online ISSN

2682-3535

Link

https://mjeer.journals.ekb.eg/article_62722.html

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https://mjeer.journals.ekb.eg/service?article_code=62722

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Publication Type

Journal

Publication Title

Menoufia Journal of Electronic Engineering Research

Publication Link

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

MainTitle

Resolution and Quality Enhancement of Images Using Contrast Limit Adaptive Histogram Equalization

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Article

Created At

22 Jan 2023