Paper Abstract and Keywords |
Presentation |
2011-07-23 10:30
The Complicated Hand Shapes Recognition with EMG during Playing the Instruments Masafumi Mizuguchi, Hideaki Touyama (Toyama Prefectural Univ.) HIP2011-27 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
Recently, aiming the entertainment use, studies on ElectroMyoGram (EMG) have been more and more investigated. In this paper, we measured the forearm muscle activities during playing the most popular instrument, the guitar. Three subjects participated in the experiments with 7 types of guitar major chords (C, D, E, F, G, A and B chord) . The signal processing of Principal Component Analysis and Linear Discriminant Analysis were applied to the EMG in order to obtain the classification performances. The average performances were found to be 94.4% by using 20ch EMG. this result suggests that the EMG would be promising to recognize complicated hand shapes and realize an online guitar playing gaming system. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Entertainment / ElectroMyoGram (EMG) / Guitar / Principal Component Analysis (PCA) / Linear Discriminant Analysis (LDA) / / / |
Reference Info. |
IEICE Tech. Rep., vol. 111, no. 155, HIP2011-27, pp. 1-4, July 2011. |
Paper # |
HIP2011-27 |
Date of Issue |
2011-07-16 (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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HIP2011-27 |
Conference Information |
Committee |
HIP |
Conference Date |
2011-07-23 - 2011-07-24 |
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(See Japanese page) |
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Paper Information |
Registration To |
HIP |
Conference Code |
2011-07-HIP |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
The Complicated Hand Shapes Recognition with EMG during Playing the Instruments |
Sub Title (in English) |
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Keyword(1) |
Entertainment |
Keyword(2) |
ElectroMyoGram (EMG) |
Keyword(3) |
Guitar |
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Principal Component Analysis (PCA) |
Keyword(5) |
Linear Discriminant Analysis (LDA) |
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1st Author's Name |
Masafumi Mizuguchi |
1st Author's Affiliation |
Toyama Prefectural University (Toyama Prefectural Univ.) |
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Hideaki Touyama |
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Toyama Prefectural University (Toyama Prefectural Univ.) |
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Speaker |
Author-1 |
Date Time |
2011-07-23 10:30:00 |
Presentation Time |
25 minutes |
Registration for |
HIP |
Paper # |
HIP2011-27 |
Volume (vol) |
vol.111 |
Number (no) |
no.155 |
Page |
pp.1-4 |
#Pages |
4 |
Date of Issue |
2011-07-16 (HIP) |
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