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Paper Abstract and Keywords
Presentation 2017-03-21 15:00
Estimation of tool usage based on co-occurrence of part shape of tool and operation
Kensho Teranishi, Nobutaka Shimada (Ritsumeikan Univ.) BioX2016-66 PRMU2016-229
Abstract (in Japanese) (See Japanese page) 
(in English) We propose a method to estimate tool usage from the shape of unknown tool based on co-occurrence of the part shape of tool and operation. Describe the shape of the tool with a silhouette bitmap and describe the operation of the tool with a vector by Doc2vec. By preparing a large number of pairs of tool shapes and operations, by we create a dictionary of co-occurrence of the tool part shape and operation by SparseNMF, and estimation of tool usage from the shape of the unknown tool.
Keyword (in Japanese) (See Japanese page) 
(in English) Estimation of tool usage / Human-Object interaction / SparseNMF / Doc2vec / / / /  
Reference Info. IEICE Tech. Rep., vol. 116, no. 528, PRMU2016-229, pp. 197-202, March 2017.
Paper # PRMU2016-229 
Date of Issue 2017-03-13 (BioX, PRMU) 
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 BioX2016-66 PRMU2016-229

Conference Information
Committee PRMU BioX  
Conference Date 2017-03-20 - 2017-03-21 
Place (in Japanese) (See Japanese page) 
Place (in English)  
Topics (in Japanese) (See Japanese page) 
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Paper Information
Registration To PRMU 
Conference Code 2017-03-PRMU-BioX 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Estimation of tool usage based on co-occurrence of part shape of tool and operation 
Sub Title (in English)  
Keyword(1) Estimation of tool usage  
Keyword(2) Human-Object interaction  
Keyword(3) SparseNMF  
Keyword(4) Doc2vec  
1st Author's Name Kensho Teranishi  
1st Author's Affiliation Ritsumeikan University (Ritsumeikan Univ.)
2nd Author's Name Nobutaka Shimada  
2nd Author's Affiliation Ritsumeikan University (Ritsumeikan Univ.)
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Speaker Author-1 
Date Time 2017-03-21 15:00:00 
Presentation Time 25 minutes 
Registration for PRMU 
Paper # BioX2016-66, PRMU2016-229 
Volume (vol) vol.116 
Number (no) no.527(BioX), no.528(PRMU) 
Page pp.197-202 
Date of Issue 2017-03-13 (BioX, PRMU) 

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