Paper Abstract and Keywords |
Presentation |
2012-04-27 14:30
Gesture recognition using pose classification by SOM Masanori Takahashi, Hidetaka Ito, Akira Kumamoto (Kansai Univ) IE2012-11 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
In this paper, we propose a method of gesture recognition by using motion movies taken by cam and computer. We use SOM (Self Organizing Map) that is a kind of neural network to distinguish feature quantities. By using SOM, It is easy to make recognition models, using teacher-less signal without data classification. We recognize that the proposed method absorbed the difference in patterns by comparing them with the normal pattern obtained by SOM. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Gesture recognition / SOM / DP matching / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 112, no. 20, IE2012-11, pp. 57-61, April 2012. |
Paper # |
IE2012-11 |
Date of Issue |
2012-04-20 (IE) |
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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IE2012-11 |
Conference Information |
Committee |
IE |
Conference Date |
2012-04-27 - 2012-04-27 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Seikei University |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Image Processing and Coding, etc. |
Paper Information |
Registration To |
IE |
Conference Code |
2012-04-IE |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Gesture recognition using pose classification by SOM |
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Gesture recognition |
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SOM |
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DP matching |
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1st Author's Name |
Masanori Takahashi |
1st Author's Affiliation |
Kansai University (Kansai Univ) |
2nd Author's Name |
Hidetaka Ito |
2nd Author's Affiliation |
Kansai University (Kansai Univ) |
3rd Author's Name |
Akira Kumamoto |
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Kansai University (Kansai Univ) |
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Speaker |
Author-1 |
Date Time |
2012-04-27 14:30:00 |
Presentation Time |
25 minutes |
Registration for |
IE |
Paper # |
IE2012-11 |
Volume (vol) |
vol.112 |
Number (no) |
no.20 |
Page |
pp.57-61 |
#Pages |
5 |
Date of Issue |
2012-04-20 (IE) |
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