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77373

Infrared Video Enhancement Using Contrast Limited Adaptive Histogram Equalization and Fuzzy Logic

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Last updated: 25 Dec 2024

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Abstract

Infrared image enhancement is a challenging task due to several factors such as low dynamic range, noise and non-uniformity effect. The non-uniformity is a time-dependent noise that appears owing to the lack of sensor equalization. This paper presents two proposed approaches for infrared video enhancement. The first proposed approach depends on histogram matching. The second one depends on contrast limited adaptive histogram equalization (CLAHE) and fuzzy logic. The performance metrics of average gradient, entropy, contrast improvement factor and Sobel edge magnitude are used for evaluating the obtained results.

DOI

10.21608/mjeer.2019.77373

Keywords

IR video enhancement, Histogram matching, Fuzzy Logic, and CLAHE

Authors

First Name

Aya M.

Last Name

gamal

MiddleName

-

Affiliation

Electronics & Communication Dept. Faculty of Eletronic Engineering, Menoufia University Egypt

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First Name

H. I.

Last Name

Ashiba

MiddleName

-

Affiliation

Electronics & Communication Dept. Faculty of Shoubra Engineering, BanhaUniversity Egypt

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Orcid

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First Name

Ghada

Last Name

ElBanby

MiddleName

-

Affiliation

Department of Automatic Control Faculty of Eletronic Engineering, Menoufia University Egypt

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Orcid

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First Name

Adel S.

Last Name

Elfishawy

MiddleName

-

Affiliation

Electronics & Communication Dept. Faculty of Eletronic Engineering, Menoufia University Egypt

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Orcid

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First Name

Nabil A.

Last Name

Ismail

MiddleName

-

Affiliation

Computer Science & Engineering Dept. Faculty of Eletronic Engineering, Menoufia University Egypt

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Orcid

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First Name

Fathi E.

Last Name

Abd El-Samie

MiddleName

-

Affiliation

Electronics & Communication Dept. Faculty of Eletronic Engineering, Menoufia University Egypt

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Volume

28

Article Issue

ICEEM2019-Special Issue

Related Issue

9704

Issue Date

2019-12-01

Receive Date

2020-03-15

Publish Date

2019-12-01

Page Start

231

Page End

236

Print ISSN

1687-1189

Online ISSN

2682-3535

Link

https://mjeer.journals.ekb.eg/article_77373.html

Detail API

https://mjeer.journals.ekb.eg/service?article_code=77373

Order

63

Type

Original Article

Type Code

1,088

Publication Type

Journal

Publication Title

Menoufia Journal of Electronic Engineering Research

Publication Link

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

MainTitle

Infrared Video Enhancement Using Contrast Limited Adaptive Histogram Equalization and Fuzzy Logic

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Article

Created At

22 Jan 2023