IEICE Technical Committee Submission System
Conference Paper's Information
Online Proceedings
[Sign in]
Tech. Rep. Archives
 Go Top Page Go Previous   [Japanese] / [English] 

Paper Abstract and Keywords
Presentation 2009-01-21 09:50
[Poster Presentation] Hybrid Particle Swarm Optimization for 3D Medical Image Registration
Aya Mimori, Katsumi Tsubokawa, Chen-Lun Lin, Yen-Wei Chen (Ritsumeikan Univ.) MI2008-186
Abstract (in Japanese) (See Japanese page) 
(in English) Medical image registration is increasingly important in biomedical research. The registration process can be viewed as an optimization problem that would be solved by an iterated process. Local optimization techniques, such as gradient method, frequently fall into a local minimum. Therefore, global optimization techniques are often required. A new particle swarm technique is proposed for optimization of nonlinear function. In this paper we propose a Hybrid Particle Swarm Optimization for 3D medical image registration, which combines the idea of the particle swarm with concepts from Evolutionary Algorithm and Genetic Algorithm. We have proved experimentally that proposed method much better than Genetic Algorithm and simple Particle Swarm Optimization and found validities and possibilities of Hybrid Particle Swarm Optimization.
Keyword (in Japanese) (See Japanese page) 
(in English) Particle Swarm Optimization / Hybrid Particle Swarm Optimization / Medical image / Registration / / / /  
Reference Info. IEICE Tech. Rep., vol. 108, no. 385, MI2008-186, pp. 577-581, Jan. 2009.
Paper # MI2008-186 
Date of Issue 2009-01-12 (MI) 
ISSN Print edition: ISSN 0913-5685  Online edition: ISSN 2432-6380
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034)
Download PDF MI2008-186

Conference Information
Committee MI  
Conference Date 2009-01-19 - 2009-01-21 
Place (in Japanese) (See Japanese page) 
Place (in English) National Taiwan University 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Medical Imaging 
Paper Information
Registration To MI 
Conference Code 2009-01-MI 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Hybrid Particle Swarm Optimization for 3D Medical Image Registration 
Sub Title (in English)  
Keyword(1) Particle Swarm Optimization  
Keyword(2) Hybrid Particle Swarm Optimization  
Keyword(3) Medical image  
Keyword(4) Registration  
1st Author's Name Aya Mimori  
1st Author's Affiliation Ritsumeikan University (Ritsumeikan Univ.)
2nd Author's Name Katsumi Tsubokawa  
2nd Author's Affiliation Ritsumeikan University (Ritsumeikan Univ.)
3rd Author's Name Chen-Lun Lin  
3rd Author's Affiliation Ritsumeikan University (Ritsumeikan Univ.)
4th Author's Name Yen-Wei Chen  
4th Author's Affiliation Ritsumeikan University (Ritsumeikan Univ.)
5th Author's Name  
5th Author's Affiliation ()
6th Author's Name  
6th Author's Affiliation ()
7th Author's Name  
7th Author's Affiliation ()
8th Author's Name  
8th Author's Affiliation ()
9th Author's Name  
9th Author's Affiliation ()
10th Author's Name  
10th Author's Affiliation ()
11th Author's Name  
11th Author's Affiliation ()
12th Author's Name  
12th Author's Affiliation ()
13th Author's Name  
13th Author's Affiliation ()
14th Author's Name  
14th Author's Affiliation ()
15th Author's Name  
15th Author's Affiliation ()
16th Author's Name  
16th Author's Affiliation ()
17th Author's Name  
17th Author's Affiliation ()
18th Author's Name  
18th Author's Affiliation ()
19th Author's Name  
19th Author's Affiliation ()
20th Author's Name  
20th Author's Affiliation ()
Date Time 2009-01-21 09:50:00 
Presentation Time 140 
Registration for MI 
Paper # IEICE-MI2008-186 
Volume (vol) IEICE-108 
Number (no) no.385 
Page pp.577-581 
#Pages IEICE-5 
Date of Issue IEICE-MI-2009-01-12 

[Return to Top Page]

[Return to IEICE Web Page]

The Institute of Electronics, Information and Communication Engineers (IEICE), Japan