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Paper Abstract and Keywords
Presentation 2010-05-13 15:40
Optimal frequency band for the estimation of emotional state based on the frequency analysis of pupil diameter variability using Wavelet Transformation
Kiyomi Sakamoto, Shoichi Aoyama, Shigeo Asahara (Panasonic), Hiroshi Miyauchi, Hirohiko Kaneko (Tokyou Tec) HCS2010-9 HIP2010-9
Abstract (in Japanese) (See Japanese page) 
(in English) We carried out two experiments to specify optimal frequency band for the estimation of emotional state based on the wavelet frequency transformation analysis of pupil diameter variability. The workload required to the subjects was to categorize words presented auditorily. The load of the task was manipulated by the time interval of the stimulus presentation in Experiment 1 (time-based task) or by the number of category in Experiment 2 (cognitive-based task). Pupil diameter was monitored and recorded using an infrared video camera while observers were performing the tasks. In both experiments, the emotional state was significantly correlated with the frequency characteristic of pupil diameter variability and that of heart rate variability although the frequencies (LF/HF) correlated with the emotional state in each experiment were different from each other. Our results indicate the frequency characteristic of pupil diameter variability is useful as an index for evaluating real-time mental stress, and the optimum frequency of it depends on the kind of task.
Keyword (in Japanese) (See Japanese page) 
(in English) Pupil diameter variability / Heart rate variability / Mental state / Workload stress / Wavelet transformation / / /  
Reference Info. IEICE Tech. Rep., vol. 110, no. 34, HIP2010-9, pp. 47-53, May 2010.
Paper # HIP2010-9 
Date of Issue 2010-05-06 (HCS, HIP) 
ISSN Print edition: ISSN 0913-5685    Online edition: ISSN 2432-6380
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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 HCS2010-9 HIP2010-9

Conference Information
Committee HIP HCS  
Conference Date 2010-05-13 - 2010-05-14 
Place (in Japanese) (See Japanese page) 
Place (in English) Okinawa Industry Support Center 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To HIP 
Conference Code 2010-05-HIP-HCS 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Optimal frequency band for the estimation of emotional state based on the frequency analysis of pupil diameter variability using Wavelet Transformation 
Sub Title (in English)  
Keyword(1) Pupil diameter variability  
Keyword(2) Heart rate variability  
Keyword(3) Mental state  
Keyword(4) Workload stress  
Keyword(5) Wavelet transformation  
Keyword(6)  
Keyword(7)  
Keyword(8)  
1st Author's Name Kiyomi Sakamoto  
1st Author's Affiliation Panasonic Corporation (Panasonic)
2nd Author's Name Shoichi Aoyama  
2nd Author's Affiliation Panasonic Corporation (Panasonic)
3rd Author's Name Shigeo Asahara  
3rd Author's Affiliation Panasonic Corporation (Panasonic)
4th Author's Name Hiroshi Miyauchi  
4th Author's Affiliation Tokyo Institute of Technology (Tokyou Tec)
5th Author's Name Hirohiko Kaneko  
5th Author's Affiliation Tokyo Institute of Technology (Tokyou Tec)
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Speaker Author-1 
Date Time 2010-05-13 15:40:00 
Presentation Time 25 minutes 
Registration for HIP 
Paper # HCS2010-9, HIP2010-9 
Volume (vol) vol.110 
Number (no) no.33(HCS), no.34(HIP) 
Page pp.47-53 
#Pages
Date of Issue 2010-05-06 (HCS, HIP) 


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