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Paper Abstract and Keywords
Presentation 2018-02-15 10:45
Estimation Algorithm Independent of Road Structure in Drowsiness Level Estimation from Event Data Recorder
Yuki Kaneko, Haruki Kawanaka, Koji Oguri (Aichi Prefectural Univ.) ITS2017-64 IE2017-96
Abstract (in Japanese) (See Japanese page) 
(in English) The studies of drowsiness level estimation are mainly used biomedical signals.
But it is not realistic from the point of view of practical use to equip the sensor on the driver.In this study, driver's drowsiness is estimated from only the Event Data Recorder(EDR).However, they depend on the road structure such as curves and gradients, and information based on the drowsiness is buried.So we proposed a method to estimate drowsiness by reducing influence of road structure from EDR data.As an experimental result, we confirmed that it can reduce effects of the road structure and estimate the drowsiness.
Keyword (in Japanese) (See Japanese page) 
(in English) Event Data Recorder / Drowsiness Level / Curve / Gradient / / / /  
Reference Info. IEICE Tech. Rep., vol. 117, no. 431, ITS2017-64, pp. 17-22, Feb. 2018.
Paper # ITS2017-64 
Date of Issue 2018-02-08 (ITS, IE) 
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 ITS2017-64 IE2017-96

Conference Information
Committee ITS IE ITE-MMS ITE-HI ITE-ME ITE-AIT  
Conference Date 2018-02-15 - 2018-02-16 
Place (in Japanese) (See Japanese page) 
Place (in English) Hokkaido Univ. 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Image Processing, etc. 
Paper Information
Registration To ITS 
Conference Code 2018-02-ITS-IE-MMS-HI-ME-AIT 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Estimation Algorithm Independent of Road Structure in Drowsiness Level Estimation from Event Data Recorder 
Sub Title (in English)  
Keyword(1) Event Data Recorder  
Keyword(2) Drowsiness Level  
Keyword(3) Curve  
Keyword(4) Gradient  
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1st Author's Name Yuki Kaneko  
1st Author's Affiliation Aichi Prefectural University (Aichi Prefectural Univ.)
2nd Author's Name Haruki Kawanaka  
2nd Author's Affiliation Aichi Prefectural University (Aichi Prefectural Univ.)
3rd Author's Name Koji Oguri  
3rd Author's Affiliation Aichi Prefectural University (Aichi Prefectural Univ.)
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Speaker Author-1 
Date Time 2018-02-15 10:45:00 
Presentation Time 15 minutes 
Registration for ITS 
Paper # ITS2017-64, IE2017-96 
Volume (vol) vol.117 
Number (no) no.431(ITS), no.432(IE) 
Page pp.17-22 
#Pages
Date of Issue 2018-02-08 (ITS, IE) 


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