Paper Abstract and Keywords |
Presentation |
2013-03-14 14:50
Machine-Learning Based Classification and Validation of Vibrotactile Signals Satoshi Saga, Koichiro Deguchi (Tohoku Univ.) HIP2012-99 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
Recent years, vibrotactile signals have been employed for realistic tactile displays. We employ classification of vibrotactile signals by machine learning method. By employing support vector machine, we consider the classification ability of machine learning, and consider what kind of source signals are suitable for classification for each textures. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Vibrotactile Signals / Machine Learning / Support Vector Machine / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 112, no. 483, HIP2012-99, pp. 127-130, March 2013. |
Paper # |
HIP2012-99 |
Date of Issue |
2013-03-06 (HIP) |
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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HIP2012-99 |
Conference Information |
Committee |
HIP |
Conference Date |
2013-03-13 - 2013-03-14 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
okinawa-sangyoushien center |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Haptics, Hand, etc. |
Paper Information |
Registration To |
HIP |
Conference Code |
2013-03-HIP |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Machine-Learning Based Classification and Validation of Vibrotactile Signals |
Sub Title (in English) |
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Vibrotactile Signals |
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Machine Learning |
Keyword(3) |
Support Vector Machine |
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1st Author's Name |
Satoshi Saga |
1st Author's Affiliation |
Tohoku University (Tohoku Univ.) |
2nd Author's Name |
Koichiro Deguchi |
2nd Author's Affiliation |
Tohoku University (Tohoku Univ.) |
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Speaker |
Author-1 |
Date Time |
2013-03-14 14:50:00 |
Presentation Time |
20 minutes |
Registration for |
HIP |
Paper # |
HIP2012-99 |
Volume (vol) |
vol.112 |
Number (no) |
no.483 |
Page |
pp.127-130 |
#Pages |
4 |
Date of Issue |
2013-03-06 (HIP) |
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