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Paper Abstract and Keywords
Presentation 2010-05-14 09:45
A Statistical Shape model using 2D-principal Component Analysis from few Medical Samples
Tomoko Tateyama, Taishi Tanaka, Shinya Kohara (Ritsumeikan Unive), Amir H Foruzan, Akira Furukawa (SUMS), Yen-Wei Chen (Ritsumeikan Unive) IE2010-32 PRMU2010-20 MI2010-20
Abstract (in Japanese) (See Japanese page) 
(in English) Statistical model is to model the shape variation of an object for human organ, and used for a variety of medical application. In medical statistical shape field, the medical training samples are very limited, so it is difficult to construct a statistical shape model with generalization from few samples. In this paper, we propose a
novel efficient 3D-shape representation method based sphere coordinate representation, and 2D-PCA based statistical shape model method from few medical samples and show its effectiveness. The experiments showed that our
proposed method can reconstruct statistical shape model be always higher than conventional method.
Keyword (in Japanese) (See Japanese page) 
(in English) Statistical shape model / Spherical Polar Coordinates / 3-D shape information / 2-Dimensional Principal Component Analysis / few Medical Sample / reconstruction of human spleen / /  
Reference Info. IEICE Tech. Rep., vol. 110, no. 28, MI2010-20, pp. 103-108, May 2010.
Paper # MI2010-20 
Date of Issue 2010-05-06 (IE, PRMU, 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. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034)
Download PDF IE2010-32 PRMU2010-20 MI2010-20

Conference Information
Committee PRMU IE MI  
Conference Date 2010-05-13 - 2010-05-14 
Place (in Japanese) (See Japanese page) 
Place (in English) Chubu Univ. 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To MI 
Conference Code 2010-05-PRMU-IE-MI 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) A Statistical Shape model using 2D-principal Component Analysis from few Medical Samples 
Sub Title (in English)  
Keyword(1) Statistical shape model  
Keyword(2) Spherical Polar Coordinates  
Keyword(3) 3-D shape information  
Keyword(4) 2-Dimensional Principal Component Analysis  
Keyword(5) few Medical Sample  
Keyword(6) reconstruction of human spleen  
1st Author's Name Tomoko Tateyama  
1st Author's Affiliation Ritsumeikan University (Ritsumeikan Unive)
2nd Author's Name Taishi Tanaka  
2nd Author's Affiliation Ritsumeikan University (Ritsumeikan Unive)
3rd Author's Name Shinya Kohara  
3rd Author's Affiliation Ritsumeikan University (Ritsumeikan Unive)
4th Author's Name Amir H Foruzan  
4th Author's Affiliation University of Tehran (*)
5th Author's Name Akira Furukawa  
5th Author's Affiliation Shiga University of Medical Science (SUMS)
6th Author's Name Yen-Wei Chen  
6th Author's Affiliation Ritsumeikan University (Ritsumeikan Unive)
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Date Time 2010-05-14 09:45:00 
Presentation Time 30 
Registration for MI 
Paper # IEICE-IE2010-32,IEICE-PRMU2010-20,IEICE-MI2010-20 
Volume (vol) IEICE-110 
Number (no) no.26(IE), no.27(PRMU), no.28(MI) 
Page pp.103-108 
#Pages IEICE-6 
Date of Issue IEICE-IE-2010-05-06,IEICE-PRMU-2010-05-06,IEICE-MI-2010-05-06 

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