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Paper Abstract and Keywords
Presentation 2012-07-20 15:10
Evaluation of Non-rigid Registration of Organ Surface based on Statistical Model of Surface Segments.
Yuto Tsunekawa, Yoshihide Sawada, Hidekata Hontani (NIT) MI2012-37
Abstract (in Japanese) (See Japanese page) 
(in English) In this article, we propose a robust non-rigid surface registration method, which registers a surface model to given images and which evaluates the confidence of the registration. A target surface is divided into local clusters, and the statistics of their shapes are parametrically represented in the surface model. The method registers the model by inferring the values of the parameters. Assuming that the sparseness of outliers in a given image, the proposed method automatically detects the outliers and ignores them to robustly register the model. For this robust registration, we employ the L1-norm regularization. We constructed a liver surface model and evaluated the performance of the proposed method. Experimental result shows that our proposed method outperformed the previous method significantly in accuracy.
Keyword (in Japanese) (See Japanese page) 
(in English) Organ segmentation / Non-rigid registration / Point Distribution Model / Robustness / / / /  
Reference Info. IEICE Tech. Rep., vol. 112, no. 142, MI2012-37, pp. 85-90, July 2012.
Paper # MI2012-37 
Date of Issue 2012-07-12 (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. (No. 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034)
Download PDF MI2012-37

Conference Information
Committee MI  
Conference Date 2012-07-19 - 2012-07-20 
Place (in Japanese) (See Japanese page) 
Place (in English) Yamagata Univ. 
Topics (in Japanese) (See Japanese page) 
Topics (in English) New paradigm of brain function measurement 
Paper Information
Registration To MI 
Conference Code 2012-07-MI 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Evaluation of Non-rigid Registration of Organ Surface based on Statistical Model of Surface Segments. 
Sub Title (in English)  
Keyword(1) Organ segmentation  
Keyword(2) Non-rigid registration  
Keyword(3) Point Distribution Model  
Keyword(4) Robustness  
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1st Author's Name Yuto Tsunekawa  
1st Author's Affiliation Nagoya Insutitute of Technology (NIT)
2nd Author's Name Yoshihide Sawada  
2nd Author's Affiliation Nagoya Insutitute of Technology (NIT)
3rd Author's Name Hidekata Hontani  
3rd Author's Affiliation Nagoya Insutitute of Technology (NIT)
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Speaker
Date Time 2012-07-20 15:10:00 
Presentation Time 30 
Registration for MI 
Paper # IEICE-MI2012-37 
Volume (vol) IEICE-112 
Number (no) no.142 
Page pp.85-90 
#Pages IEICE-6 
Date of Issue IEICE-MI-2012-07-12 


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