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62791

Quality Assessment of Images Transmitted over Optical Fiber Communications Systems based on Statistical Metrics

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Last updated: 25 Dec 2024

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Abstract

This paper presents two efficient approaches for radiation effect identification using signal and image processing concepts. The first approach depends on k-means clustering performed on spectrometer counts versus wavelength. The other approach depends on the analysis of zebra chart image based on depth/edge model. Quality metrics of the received images are used for classification on of the cases with and without radiation. Simulation results reveal high efficiency of the two proposed approaches for radiation effect detection.

DOI

10.21608/mjeer.2019.62791

Keywords

Radiation detection, gamma radiation, K-mean clustering, Artificial Neural Networks, Image processing

Authors

First Name

Hanan

Last Name

Ghanem

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-

Affiliation

Electronics and Electrical Communications Engineering Department Faculty of Electronic Engineering, Menouf 32951, Menoufia University, EGYPT

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First Name

Walid

Last Name

El-Shafai

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-

Affiliation

Electronics and Electrical Communications Engineering Department Faculty of Electronic Engineering, Menouf 32951, Menoufia University, EGYPT

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-

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-

Orcid

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First Name

El-Sayed

Last Name

El-Rabaie

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-

Affiliation

Electronics and Electrical Communications Engineering Department Faculty of Electronic Engineering, Menouf 32951, Menoufia University, EGYPT

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-

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-

Orcid

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First Name

Abd Naser

Last Name

Mohamed

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-

Affiliation

Electronics and Electrical Communications Engineering Department Faculty of Electronic Engineering, Menouf 32951, Menoufia University, EGYPT

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Orcid

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First Name

Ahmed

Last Name

Rashed

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-

Affiliation

Electronics and Electrical Communications Engineering Department Faculty of Electronic Engineering, Menouf 32951, Menoufia University, EGYPT

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City

-

Orcid

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First Name

Fathi

Last Name

Abd El-Samie

MiddleName

-

Affiliation

Electronics and Electrical Communications Engineering Department Faculty of Electronic Engineering, Menouf 32951, Menoufia University, EGYPT

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-

City

-

Orcid

-

First Name

Mohammed

Last Name

Tabbour

MiddleName

-

Affiliation

Electronics and Electrical Communications Engineering Department Faculty of Electronic Engineering, Menouf 32951, Menoufia University, EGYPT

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-

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-

Orcid

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Volume

28

Article Issue

2

Related Issue

9507

Issue Date

2019-07-01

Receive Date

2019-11-29

Publish Date

2019-07-01

Page Start

287

Page End

304

Print ISSN

1687-1189

Online ISSN

2682-3535

Link

https://mjeer.journals.ekb.eg/article_62791.html

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https://mjeer.journals.ekb.eg/service?article_code=62791

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16

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

Quality Assessment of Images Transmitted over Optical Fiber Communications Systems based on Statistical Metrics

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Article

Created At

22 Jan 2023