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Paper Abstract and Keywords
Presentation 2018-11-05 15:10
[Poster Presentation] Development of the topology-preserving image alignment based on a local deformation of kernel density function
Masataka Watajima (KIT), Sayuri Kuge, Takeshi Ishihara (KU), Yuichi Iino (UT), Ryo Yoshida (ISM), Terumasa Tokunaga (KIT) IBISML2018-55
Abstract (in Japanese) (See Japanese page) 
(in English) Image alignment or image registration is a process for aligning two or more images into a common coordinate system. Many algorithms have been proposed for a medical image alignment, but most of them are not practical for non-rigid tubular-objects such as vessel, axon and neurite, without ad-hoc preprocessing steps. In this paper, we propose a novel image alignment technique based on a local deformation of kernel density functions and deformation models based on Markov random fields.
Keyword (in Japanese) (See Japanese page) 
(in English) Non-rigid image alignment / kernel density estimation / Markov random fields / EM algorithm / Bayesian optimization / / /  
Reference Info. IEICE Tech. Rep., vol. 118, no. 284, IBISML2018-55, pp. 83-90, Nov. 2018.
Paper # IBISML2018-55 
Date of Issue 2018-10-29 (IBISML) 
ISSN 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)
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Conference Information
Committee IBISML  
Conference Date 2018-11-05 - 2018-11-07 
Place (in Japanese) (See Japanese page) 
Place (in English) Hokkaido Citizens Activites Center (Kaderu 2.7) 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Information-Based Induction Science Workshop (IBIS2018) 
Paper Information
Registration To IBISML 
Conference Code 2018-11-IBISML 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Development of the topology-preserving image alignment based on a local deformation of kernel density function 
Sub Title (in English)  
Keyword(1) Non-rigid image alignment  
Keyword(2) kernel density estimation  
Keyword(3) Markov random fields  
Keyword(4) EM algorithm  
Keyword(5) Bayesian optimization  
1st Author's Name Masataka Watajima  
1st Author's Affiliation Kyushu Institute of Technology (KIT)
2nd Author's Name Sayuri Kuge  
2nd Author's Affiliation Kyushu University (KU)
3rd Author's Name Takeshi Ishihara  
3rd Author's Affiliation Kyushu University (KU)
4th Author's Name Yuichi Iino  
4th Author's Affiliation The University of Tokyo (UT)
5th Author's Name Ryo Yoshida  
5th Author's Affiliation The Institute of Statistical Mathematics (ISM)
6th Author's Name Terumasa Tokunaga  
6th Author's Affiliation Kyushu Institute of Technology (KIT)
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Speaker Author-1 
Date Time 2018-11-05 15:10:00 
Presentation Time 180 minutes 
Registration for IBISML 
Paper # IBISML2018-55 
Volume (vol) vol.118 
Number (no) no.284 
Page pp.83-90 
Date of Issue 2018-10-29 (IBISML) 

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