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 |
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) |
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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) |
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Topics (in Japanese) |
(See Japanese page) |
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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) |
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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 |
6 |
Date of Issue |
2015-06-11 (PRMU, SP, WIT) |
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