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Paper Abstract and Keywords
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
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.
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
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. (No. 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034)
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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  
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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Date Time 2013-01-25 09:30:00 
Presentation Time 15 
Registration for MI 
Paper # IEICE-MI2012-94 
Volume (vol) IEICE-112 
Number (no) no.411 
Page pp.167-172 
#Pages IEICE-6 
Date of Issue IEICE-MI-2013-01-17 

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