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| 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 |
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| 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 | |
| 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) | |
| Download PDF | BioX2016-66 PRMU2016-229 |
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| 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) |
| Topics (in English) | |
| 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 |
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| 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 |
| #Pages | 6 |
| Date of Issue | 2017-03-13 (BioX, PRMU) |
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