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| 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 |
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| 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 | |
| Copyright and reproduction |
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 |
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| 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 |
| Keyword(5) | |
| Keyword(6) | |
| Keyword(7) | |
| Keyword(8) | |
| 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 | Author-1 |
| Date Time | 2009-01-21 09:50:00 |
| Presentation Time | 140 minutes |
| Registration for | MI |
| Paper # | MI2008-186 |
| Volume (vol) | vol.108 |
| Number (no) | no.385 |
| Page | pp.577-581 |
| #Pages | 5 |
| Date of Issue | 2009-01-12 (MI) |
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