ManageChatDiscover
77377

Efficient Fusion Scheme for Multi-Modality Images

Article

Last updated: 04 Jan 2025

OverviewSimilar Items

Subjects

-

Tags

-

Abstract

this paper presents an optimum approach for medical wavelet based Principa1 Component Ana1ysis (PCA) to modify central fusion using different wavelet families and force optimization (MCFO) technique. The proposed MCFO optimized wavelet based fusion algorithm provides the optimum gain parameters values for fusion that achieves the highest image quality and best visualization. The modalities adopted are Magnetic Resonance imaging (MRI), Positron Emission Tomography (PET) as a type of Computed Tomography (CT) modalities. A comparative study is held between the proposed algorithms and the traditional (DWT) fusion rule then evaluated subjectively and objectively with different Evaluation metrics such as entropy, edge intensity, contrast, standard deviation, (PSNR), and average gradient have been adopted for performance evaluation of the proposed method. The obtained results confirm that the proposed method is superior in performance to the DWT and PCA methods individually.

DOI

10.21608/mjeer.2019.77377

Keywords

Modified central force optimization, Principa1 Component Ana1ysis, Discrete Wavelet Transform, average gradient

Authors

First Name

Zeinab Z.

Last Name

El Kareh

MiddleName

-

Affiliation

Menoufia University Faculty Of Electronic Engineering, Menouf Department Of Electronics And Communications Engineering menoufiya, MENOUF

Email

-

City

-

Orcid

-

First Name

Ghada M. El Banby,

Last Name

Essam Emadbouly

MiddleName

-

Affiliation

Menoufia University Faculty Of ElectronicEngineering, Menouf Department Of Industrial Electronics And Control menoufiya, MENOUF

Email

-

City

-

Orcid

-

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

269

Page End

274

Print ISSN

1687-1189

Online ISSN

2682-3535

Link

https://mjeer.journals.ekb.eg/article_77377.html

Detail API

https://mjeer.journals.ekb.eg/service?article_code=77377

Order

64

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

Efficient Fusion Scheme for Multi-Modality Images

Details

Type

Article

Created At

22 Jan 2023