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146246

Enhancement Technique of Infrared Images

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Last updated: 25 Dec 2024

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Abstract

This paper presents an efficient technique for enhancement of IR images, its basic idea is to use nonlinearities applied on the main trend in IR images extracted through a LPF and the details extracted through a HPF. Magnification of the details is applied, while damping of the main trend or local mean is also accomplished to attenuate the darkness effect in IRimages. Anon-linear model is applied anther trend and gain factor is applied to details .this gain is also derived from the local mean of the image the proposed approach succeeded in quality enhancement of IR images

DOI

10.21608/mjeer.2021.146246

Keywords

Deep learning, Convolutional neural network (CNN), Normal and abnormal corneal images and model accuracy

Authors

First Name

Neven

Last Name

Sadic

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Affiliation

Dept. of Electronics and electrical communication, Faculty of electronic Engineering, Menoufia University, Egypt.

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First Name

Emad

Last Name

Hassan

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Affiliation

Dept. of Electronics and electrical communication, Faculty of electronic Engineering, Menoufia University, Egypt.

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First Name

S.

Last Name

El-Rabaie

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Dept. of Electronics and electrical communication, Faculty of electronic Engineering, Menoufia University, Egypt.

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First Name

Sami

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El-dolil

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Dept. of Electronics and electrical communication, Faculty of electronic Engineering, Menoufia University, Egypt.

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First Name

Moawad I.

Last Name

Dessoky

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Dept. of Electronics and electrical communication, Faculty of electronic Engineering, Menoufia University, Egypt.

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First Name

FathiAbd

Last Name

El-samie

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Dept. of Electronics and electrical communication, Faculty of electronic Engineering, Menoufia University, Egypt.

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Volume

30

Article Issue

1

Related Issue

21538

Issue Date

2021-01-01

Receive Date

2021-02-04

Publish Date

2021-01-01

Page Start

58

Page End

64

Print ISSN

1687-1189

Online ISSN

2682-3535

Article File

MJEER_Volume 30_Issue 1_Pages 58-64.pdf

PDF . 934.5kB

Link

https://mjeer.journals.ekb.eg/article_146246.html

Detail API

https://mjeer.journals.ekb.eg/service?article_code=146246

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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

Enhancement Technique of Infrared Images

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Article

Created At

22 Jan 2023