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Paper Abstract and Keywords
Presentation 2015-06-18 16:25
Pedestrian's Inattention Estimation based on Recognition of Texting While Walking from In-Vehicle Camera Images
Fumito Shinmura, Yasutomo Kawanishi, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase (Nagoya Univ.), Hironobu Fujiyoshi (Chubu Univ.) PRMU2015-46 SP2015-15 WIT2015-15
Abstract (in Japanese) (See Japanese page) 
(in English) Since there is a high chance for a pedestrian of being hit by a car by inattentively jumping out into the street, it is important to recognize the existence of pedestrians who are not paying attention to their surrounding environment. This paper aims to estimate how much attention a pedestrian is paying to his/her surrounding environment. Especially, texting while walking is a representative care of inattention, it is ever considered as a social problem. Thus, we tackle to recognize if a pedestrian is using a smart phone or not, namely, texting while walking. Focusing on the fact that the postures of pedestrians who are using a smart phone are almost similar, we employ a HOG feature based SVM classifier. We show the classification results on a pedestrian dataset including pedestrians who were texting while walking. We also show the results of pedestrian's inattention estimation using the proposed method recognizing texting while walking.
Keyword (in Japanese) (See Japanese page) 
(in English) Texting while walking / Recognition of pedestrian's attribute / Pedestrian's inattention estimation / / / / /  
Reference Info. IEICE Tech. Rep., vol. 115, no. 98, PRMU2015-46, pp. 83-88, June 2015.
Paper # PRMU2015-46 
Date of Issue 2015-06-11 (PRMU, SP, WIT) 
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 PRMU2015-46 SP2015-15 WIT2015-15

Conference Information
Committee WIT SP ASJ-H PRMU  
Conference Date 2015-06-18 - 2015-06-19 
Place (in Japanese) (See Japanese page) 
Place (in English)  
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To PRMU 
Conference Code 2015-06-WIT-SP-H-PRMU 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Pedestrian's Inattention Estimation based on Recognition of Texting While Walking from In-Vehicle Camera Images 
Sub Title (in English)  
Keyword(1) Texting while walking  
Keyword(2) Recognition of pedestrian's attribute  
Keyword(3) Pedestrian's inattention estimation  
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1st Author's Name Fumito Shinmura  
1st Author's Affiliation Nagoya University (Nagoya Univ.)
2nd Author's Name Yasutomo Kawanishi  
2nd Author's Affiliation Nagoya University (Nagoya Univ.)
3rd Author's Name Daisuke Deguchi  
3rd Author's Affiliation Nagoya University (Nagoya Univ.)
4th Author's Name Ichiro Ide  
4th Author's Affiliation Nagoya University (Nagoya Univ.)
5th Author's Name Hiroshi Murase  
5th Author's Affiliation Nagoya University (Nagoya Univ.)
6th Author's Name Hironobu Fujiyoshi  
6th Author's Affiliation Chubu University (Chubu Univ.)
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Speaker Author-1 
Date Time 2015-06-18 16:25:00 
Presentation Time 25 minutes 
Registration for PRMU 
Paper # PRMU2015-46, SP2015-15, WIT2015-15 
Volume (vol) vol.115 
Number (no) no.98(PRMU), no.99(SP), no.100(WIT) 
Page pp.83-88 
#Pages
Date of Issue 2015-06-11 (PRMU, SP, WIT) 


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