Paper Abstract and Keywords |
Presentation |
2012-10-04 15:10
Subunit based Hand Gesture Recognition Yanrung Wang, Atsushi Shimada (Kyushu Univ.), Takayoshi Yamashita (OMRON), Rin-ichiro Taniguchi (Kyushu Univ.) PRMU2012-58 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
We propose a subunit-based Dynamic Time Warping (DTW) approach to hand gesture recognition. Conventional DTW requires the development of many prototypes to achieve proper performance because of its exemplar-based matching procedure, which leads to an expensive computational load. To solve the problem, we consider hand gestures as hand movement trajectories and share the common sub-movements (subunits) across hand gestures to obtain a smaller training data size and search space to improve recognition performance. Our experimental results show the efficiency and accuracy of the proposed approach. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
hand gesture / gesture recognition / subunit / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 112, no. 225, PRMU2012-58, pp. 35-40, Oct. 2012. |
Paper # |
PRMU2012-58 |
Date of Issue |
2012-09-27 (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) |
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PRMU2012-58 |
Conference Information |
Committee |
PRMU |
Conference Date |
2012-10-04 - 2012-10-05 |
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(See Japanese page) |
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Paper Information |
Registration To |
PRMU |
Conference Code |
2012-10-PRMU |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Subunit based Hand Gesture Recognition |
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hand gesture |
Keyword(2) |
gesture recognition |
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subunit |
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1st Author's Name |
Yanrung Wang |
1st Author's Affiliation |
Kyushu Univercity (Kyushu Univ.) |
2nd Author's Name |
Atsushi Shimada |
2nd Author's Affiliation |
Kyushu Univercity (Kyushu Univ.) |
3rd Author's Name |
Takayoshi Yamashita |
3rd Author's Affiliation |
OMRON Corporation (OMRON) |
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Rin-ichiro Taniguchi |
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Kyushu Univercity (Kyushu Univ.) |
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Speaker |
Author-1 |
Date Time |
2012-10-04 15:10:00 |
Presentation Time |
30 minutes |
Registration for |
PRMU |
Paper # |
PRMU2012-58 |
Volume (vol) |
vol.112 |
Number (no) |
no.225 |
Page |
pp.35-40 |
#Pages |
6 |
Date of Issue |
2012-09-27 (PRMU) |
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