Paper Abstract and Keywords |
Presentation |
2014-02-13 16:10
[Poster Presentation]
Incremental Learning of Hand Gestures based on Subunit Sequences Ryo Kawahata, Yanrung Wan, Atsushi Shimada (Kyushu Univ.), Takayoshi Yamashita (OMRON), Rin-ichiro Taniguchi (Kyushu Univ.) PRMU2013-141 CNR2013-49 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
We propose an incremental learning of hand gestures based on subunit sequences. A subunit based DTW method can shorten recognition time and achieve a high recognition rate compared to conventional DTW. However, there is some possible of reducing a recognition rate when an input gesture differs greatly from training gestures in a database. To solve this problem, The main idea of our method is to share an incremental subsequence among gesture classes which contain the similar subsequence. The experimental results demonstrate that our method improves recognition rates after the incremental learning. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Hand Gesture / Gesture Recognition / Incremental Learning / Subunit / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 113, no. 431, PRMU2013-141, pp. 97-98, Feb. 2014. |
Paper # |
PRMU2013-141 |
Date of Issue |
2014-02-06 (PRMU, CNR) |
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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PRMU2013-141 CNR2013-49 |
Conference Information |
Committee |
PRMU CNR |
Conference Date |
2014-02-13 - 2014-02-14 |
Place (in Japanese) |
(See Japanese page) |
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Paper Information |
Registration To |
PRMU |
Conference Code |
2014-02-PRMU-CNR |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Incremental Learning of Hand Gestures based on Subunit Sequences |
Sub Title (in English) |
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Keyword(1) |
Hand Gesture |
Keyword(2) |
Gesture Recognition |
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Incremental Learning |
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Subunit |
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1st Author's Name |
Ryo Kawahata |
1st Author's Affiliation |
Kyushu University (Kyushu Univ.) |
2nd Author's Name |
Yanrung Wan |
2nd Author's Affiliation |
Kyushu University (Kyushu Univ.) |
3rd Author's Name |
Atsushi Shimada |
3rd Author's Affiliation |
Kyushu University (Kyushu Univ.) |
4th Author's Name |
Takayoshi Yamashita |
4th Author's Affiliation |
OMRON Corporation (OMRON) |
5th Author's Name |
Rin-ichiro Taniguchi |
5th Author's Affiliation |
Kyushu University (Kyushu Univ.) |
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Speaker |
Author-1 |
Date Time |
2014-02-13 16:10:00 |
Presentation Time |
30 minutes |
Registration for |
PRMU |
Paper # |
PRMU2013-141, CNR2013-49 |
Volume (vol) |
vol.113 |
Number (no) |
no.431(PRMU), no.432(CNR) |
Page |
pp.97-98 |
#Pages |
2 |
Date of Issue |
2014-02-06 (PRMU, CNR) |
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