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Paper Abstract and Keywords
Presentation 2015-03-17 11:25
Estimation of Emotional State using EEG Analysis, Pupillary Reflex and Facial Expressions
Youhei Kobayashi, Yuri Watanabe, Mieko Tanaka, Yukio Kosugi, Yasuaki Teramachi, Toshimitsu Musha (BFL), Wataru Kurashima, Keiichi Tsukada, Kouichi Kikuchi (N-RI) MBE2014-133 NC2014-84
Abstract (in Japanese) (See Japanese page) 
(in English) In this research, we have conducted simultaneous monitoring of electro-encephalogram (EEG), pupillary reflex, as well as facial expressions on 10 adult female volunteers while watching video contents, in order to estimate the emotional states from physiological parameters, including pupillary size. Indicators for “pleasure happiness” or “sadness” were extracted from the EEG data using modified Neuronal Activity Topography (NAT) systems, which are proved to be consistent with ones obtained from the facial expression analyzer FAS system.
Keyword (in Japanese) (See Japanese page) 
(in English) Emotion / EEG / Pupillary Reflex / Facial Expression / / / /  
Reference Info. IEICE Tech. Rep., vol. 114, no. 514, MBE2014-133, pp. 95-100, March 2015.
Paper # MBE2014-133 
Date of Issue 2015-03-09 (MBE, NC) 
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 MBE2014-133 NC2014-84

Conference Information
Committee NC MBE  
Conference Date 2015-03-16 - 2015-03-17 
Place (in Japanese) (See Japanese page) 
Place (in English) Tamagawa University 
Topics (in Japanese) (See Japanese page) 
Topics (in English) ME, etc 
Paper Information
Registration To MBE 
Conference Code 2015-03-NC-MBE 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Estimation of Emotional State using EEG Analysis, Pupillary Reflex and Facial Expressions 
Sub Title (in English)  
Keyword(1) Emotion  
Keyword(2) EEG  
Keyword(3) Pupillary Reflex  
Keyword(4) Facial Expression  
Keyword(5)  
Keyword(6)  
Keyword(7)  
Keyword(8)  
1st Author's Name Youhei Kobayashi  
1st Author's Affiliation Brain Functions Laboratory, Inc. (BFL)
2nd Author's Name Yuri Watanabe  
2nd Author's Affiliation Brain Functions Laboratory, Inc. (BFL)
3rd Author's Name Mieko Tanaka  
3rd Author's Affiliation Brain Functions Laboratory, Inc. (BFL)
4th Author's Name Yukio Kosugi  
4th Author's Affiliation Brain Functions Laboratory, Inc. (BFL)
5th Author's Name Yasuaki Teramachi  
5th Author's Affiliation Brain Functions Laboratory, Inc. (BFL)
6th Author's Name Toshimitsu Musha  
6th Author's Affiliation Brain Functions Laboratory, Inc. (BFL)
7th Author's Name Wataru Kurashima  
7th Author's Affiliation Natsume Research Institute, Co. Ltd. (N-RI)
8th Author's Name Keiichi Tsukada  
8th Author's Affiliation Natsume Research Institute, Co. Ltd. (N-RI)
9th Author's Name Kouichi Kikuchi  
9th Author's Affiliation Natsume Research Institute, Co. Ltd. (N-RI)
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Speaker Author-1 
Date Time 2015-03-17 11:25:00 
Presentation Time 25 minutes 
Registration for MBE 
Paper # MBE2014-133, NC2014-84 
Volume (vol) vol.114 
Number (no) no.514(MBE), no.515(NC) 
Page pp.95-100 
#Pages 6 
Date of Issue 2015-03-09 (MBE, NC) 

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