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114700

REGION BASED MEDICAL IMAGE REGISTRATION APPROACH USING A MODIFIED ARTIFICIAL IMMUNE SYSTEM

Article

Last updated: 26 Dec 2024

OverviewSimilar Items

Subjects

-

Tags

Electrical Engineering, Computer Engineering and Electrical power and machines engineering.

Abstract

A high accuracy medical image registration is needed to achieve an efficient medical diagnosis and computer aided surgeries, so that a novel region based medical image registration approach is presented in this paper. This approach consists of four sequential steps, image segmentation, point correspondence using a modified artificial immune system, point selection and finally LMS technique is used to estimate the warp parameters. The proposed approach provides a high accuracy and it doesn't require any additional treatment or feature extraction as some other methods do. To demonstrate the effectiveness of the proposed approach it tested for many image pairs and it is compared with many registration algorithms such aspoint-based image registration using an artificial immune system (AIS),ICP and RANSAC algorithms.

DOI

10.21608/jesaun.2013.114700

Keywords

segmentation, AIS, Correspondence, Registration

Authors

First Name

Osama A.

Last Name

Omer

MiddleName

-

Affiliation

Electrical Engineering Department, Aswan University Aswan 81542, Egypt

Email

omer.osama@gmail.com

City

-

Orcid

-

First Name

Mohamed

Last Name

Abdel-Nasser

MiddleName

-

Affiliation

Electrical Engineering Department, Aswan University Aswan 81542, Egypt

Email

egnaser@gmail.com

City

-

Orcid

-

Volume

41

Article Issue

No 1

Related Issue

16627

Issue Date

2013-01-01

Receive Date

2012-09-02

Publish Date

2013-01-01

Page Start

171

Page End

181

Print ISSN

1687-0530

Online ISSN

2356-8550

Article File

JESAUN_Volume 41_Issue No 1_Pages 171-181.pdf

PDF . 323.9kB

Link

https://jesaun.journals.ekb.eg/article_114700.html

Detail API

https://jesaun.journals.ekb.eg/service?article_code=114700

Order

10

Type

Research Paper

Type Code

1,438

Publication Type

Journal

Publication Title

JES. Journal of Engineering Sciences

Publication Link

https://jesaun.journals.ekb.eg/

MainTitle

REGION BASED MEDICAL IMAGE REGISTRATION APPROACH USING A MODIFIED ARTIFICIAL IMMUNE SYSTEM

Details

Type

Article

Created At

23 Jan 2023