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| Presentation | 2013-01-25 09:30 Representation ability of statistical shape model for non-rigid ICP Yuki Yaguchi, Takamichi Matsuno, Yoshihide Sawada, Hidekata Hontani (NIT)  MI2012-94 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | The non-rigid ICP (NICP) registers a surface model to a given target by minimizing the square of the residuals with the stiffness regularization. This regularization can be derived from a Gaussian shape model. The authors of this article changed the Gaussian shape model to the statistical shape model (SSM) constructed from a set of training samples in order to make the NICP robust and to improve the accuracy of the registration. In this article, the authors quantitatively evaluated the generalization ability and the specificity, and of the Gaussian shape model and of the SSM. The results of the evaluation showed that the difference of the models was not so large and that the coefficient of the regularization term in the cost function played an important role. |
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| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Medical Image / Registration / Non-rigid ICP / Outlier / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 112, no. 411, MI2012-94, pp. 167-172, Jan. 2013. | |
| Paper # | MI2012-94 | |
| Date of Issue | 2013-01-17 (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 | MI2012-94 |
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| Conference Information | |
| Committee | MI |
| Conference Date | 2013-01-24 - 2013-01-25 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Bunka Tenbusu Kan |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Computational anatomy and its application to computer assisted diagnosis and therapy, etc |
| Paper Information | |
| Registration To | MI |
| Conference Code | 2013-01-MI |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Representation ability of statistical shape model for non-rigid ICP |
| Sub Title (in English) | |
| Keyword(1) | Medical Image |
| Keyword(2) | Registration |
| Keyword(3) | Non-rigid ICP |
| Keyword(4) | Outlier |
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| Keyword(8) | |
| 1st Author's Name | Yuki Yaguchi |
| 1st Author's Affiliation | Nagoya Institute of Technology (NIT) |
| 2nd Author's Name | Takamichi Matsuno |
| 2nd Author's Affiliation | Nagoya Institute of Technology (NIT) |
| 3rd Author's Name | Yoshihide Sawada |
| 3rd Author's Affiliation | Nagoya Institute of Technology (NIT) |
| 4th Author's Name | Hidekata Hontani |
| 4th Author's Affiliation | Nagoya Institute of Technology (NIT) |
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| Speaker | Author-1 |
| Date Time | 2013-01-25 09:30:00 |
| Presentation Time | 15 minutes |
| Registration for | MI |
| Paper # | MI2012-94 |
| Volume (vol) | vol.112 |
| Number (no) | no.411 |
| Page | pp.167-172 |
| #Pages | 6 |
| Date of Issue | 2013-01-17 (MI) |
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