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Paper Abstract and Keywords
Presentation 2010-11-04 15:00
[Poster Presentation] Methods of Cross-Domain Object Matching
Makoto Yamada, Masashi Sugiyama (Tokyo Inst. of Tech.) IBISML2010-61
Abstract (in Japanese) (See Japanese page) 
(in English) The goal of \emph{cross-domain object matching} (CDOM) is to find correspondence between two sets of objects in different domains in an unsupervised way. Photo album summarization is a typical application of CDOM, where photos are automatically aligned into a designed frame expressed in the Cartesian coordinate system. CDOM is usually formulated as finding a mapping from objects in one domain (photos) to objects in the other domain (frame) so that the pairwise dependency is maximized. A state-of-the-art CDOM method employs a kernel-based dependency measure, but it has a drawback that the kernel parameter needs to be determined manually. In this paper, we propose alternative CDOM methods that can naturally address the model selection problem. Through experiments on image matching, unpaired voice conversion, and photo album summarization tasks, the effectiveness of the proposed methods is demonstrated.
Keyword (in Japanese) (See Japanese page) 
(in English) Cross-Domain Object Matching / Kernelized Sorting / Least-Square Object Matching / / / / /  
Reference Info. IEICE Tech. Rep., vol. 110, no. 265, IBISML2010-61, pp. 13-18, Nov. 2010.
Paper # IBISML2010-61 
Date of Issue 2010-10-28 (IBISML) 
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)
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Conference Information
Committee IBISML  
Conference Date 2010-11-04 - 2010-11-06 
Place (in Japanese) (See Japanese page) 
Place (in English) IIS, Univ. of Tokyo 
Topics (in Japanese) (See Japanese page) 
Topics (in English) IBIS 2010 (Workshop on Information-based Induction Sciences) 
Paper Information
Registration To IBISML 
Conference Code 2010-11-IBISML 
Language English 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Methods of Cross-Domain Object Matching 
Sub Title (in English)  
Keyword(1) Cross-Domain Object Matching  
Keyword(2) Kernelized Sorting  
Keyword(3) Least-Square Object Matching  
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Keyword(5)  
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1st Author's Name Makoto Yamada  
1st Author's Affiliation Tokyo Institute of Technology (Tokyo Inst. of Tech.)
2nd Author's Name Masashi Sugiyama  
2nd Author's Affiliation Tokyo Institute of Technology (Tokyo Inst. of Tech.)
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Speaker Author-1 
Date Time 2010-11-04 15:00:00 
Presentation Time 180 minutes 
Registration for IBISML 
Paper # IBISML2010-61 
Volume (vol) vol.110 
Number (no) no.265 
Page pp.13-18 
#Pages 6 
Date of Issue 2010-10-28 (IBISML) 

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