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| Presentation | 2013-03-11 09:45 Estimation of emotion using several biological signals in the films viewing Takuya Otani, Hiroaki Kudo, Tetsuya Matsumoto (Nagoya Univ.), Yoshinori Takeuchi (Daidou Univ.), Noboru Ohnishi (Nagoya Univ.)  IMQ2012-39 IE2012-143 MVE2012-100 WIT2012-49 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | Recently, users are demanding to search using the feeling information. In this report, we attempt to estimate user’s feelings by using the model which has “valence” axis and “arousal” axis and estimating the valence value and the arousal value by five kinds of biological signals obtained EEG, ECG, and skin conductance level. We estimated valence and arousal values by least squares method using subject’s data for learning and separate one for test. As the result, the averages of estimation distribute similar to the result of the average value of scoring. Furthermore, the result of same estimation method with less kind of biological signals distribute different from the result of scoring. Thus we confirmed the validity of using several biological signals and possibility of better estimation. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | emotion estimation / biological signals / valence / arousal / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 112, no. 472, IMQ2012-39, pp. 29-34, March 2013. | |
| Paper # | IMQ2012-39 | |
| Date of Issue | 2013-03-04 (IMQ, IE, MVE, WIT) | |
| 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) | |
| Download PDF | IMQ2012-39 IE2012-143 MVE2012-100 WIT2012-49 |
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| Conference Information | |
| Committee | MVE IE WIT IMQ CQ |
| Conference Date | 2013-03-11 - 2013-03-12 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Fukuoka Institute of Technology |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Quality of media communication, welfare, and general topics |
| Paper Information | |
| Registration To | IMQ |
| Conference Code | 2013-03-MVE-IE-WIT-IMQ-CQ |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Estimation of emotion using several biological signals in the films viewing |
| Sub Title (in English) | |
| Keyword(1) | emotion estimation |
| Keyword(2) | biological signals |
| Keyword(3) | valence |
| Keyword(4) | arousal |
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| 1st Author's Name | Takuya Otani |
| 1st Author's Affiliation | Nagoya University (Nagoya Univ.) |
| 2nd Author's Name | Hiroaki Kudo |
| 2nd Author's Affiliation | Nagoya University (Nagoya Univ.) |
| 3rd Author's Name | Tetsuya Matsumoto |
| 3rd Author's Affiliation | Nagoya University (Nagoya Univ.) |
| 4th Author's Name | Yoshinori Takeuchi |
| 4th Author's Affiliation | Daidou University (Daidou Univ.) |
| 5th Author's Name | Noboru Ohnishi |
| 5th Author's Affiliation | Nagoya University (Nagoya Univ.) |
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| Speaker | Author-1 |
| Date Time | 2013-03-11 09:45:00 |
| Presentation Time | 25 minutes |
| Registration for | IMQ |
| Paper # | IMQ2012-39, IE2012-143, MVE2012-100, WIT2012-49 |
| Volume (vol) | vol.112 |
| Number (no) | no.472(IMQ), no.473(IE), no.474(MVE), no.475(WIT) |
| Page | pp.29-34 |
| #Pages | 6 |
| Date of Issue | 2013-03-04 (IMQ, IE, MVE, WIT) |
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