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Paper Abstract and Keywords
Presentation 2019-03-04 14:35
Comparison between Driving Simulator and Actual Car as Train Data for Drowsiness Level Estimation
Mikuni Motoi, Haruki Kawanaka, Koji Oguri (Aichi Prefectual Unv.) ITS2018-90
Abstract (in Japanese) (See Japanese page) 
(in English) As one of the studies of drowsiness estimation, estimation of drowsiness using only information of a drive recorder has been conducted. In the previous study, the estimator was constructed from the running data at the driving simulator and the actual running data was evaluated. However, there is a gap between training and evaluation data, and information based on the drowsiness is buried. Therefore, we conducted an experiment to learn real traveling data and estimate running data of real environment. From the experimental results, we confirmed the improvement of estimation accuracy.
Keyword (in Japanese) (See Japanese page) 
(in English) Drowsiness Level / Event Data Recorder / Driving simulator / / / / /  
Reference Info. IEICE Tech. Rep., vol. 118, no. 464, ITS2018-90, pp. 35-39, March 2019.
Paper # ITS2018-90 
Date of Issue 2019-02-25 (ITS) 
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 ITS2018-90

Conference Information
Committee ITS IEE-ITS  
Conference Date 2019-03-04 - 2019-03-04 
Place (in Japanese) (See Japanese page) 
Place (in English) Kyoto Univ. 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Information Processing for ITS, etc. 
Paper Information
Registration To ITS 
Conference Code 2019-03-ITS-ITS 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Comparison between Driving Simulator and Actual Car as Train Data for Drowsiness Level Estimation 
Sub Title (in English)  
Keyword(1) Drowsiness Level  
Keyword(2) Event Data Recorder  
Keyword(3) Driving simulator  
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1st Author's Name Mikuni Motoi  
1st Author's Affiliation Aichi Prefeectual University (Aichi Prefectual Unv.)
2nd Author's Name Haruki Kawanaka  
2nd Author's Affiliation Aichi Prefeectual University (Aichi Prefectual Unv.)
3rd Author's Name Koji Oguri  
3rd Author's Affiliation Aichi Prefeectual University (Aichi Prefectual Unv.)
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Speaker Author-1 
Date Time 2019-03-04 14:35:00 
Presentation Time 25 minutes 
Registration for ITS 
Paper # ITS2018-90 
Volume (vol) vol.118 
Number (no) no.464 
Page pp.35-39 
#Pages 5 
Date of Issue 2019-02-25 (ITS) 

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