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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.)
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

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  
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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.)
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Speaker
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 


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