Paper Abstract and Keywords |
Presentation |
2018-03-19 16:30
A Study of Comparison of Smart Phone Devices on Gait Recognition Using Devices Accelerometer Yizuou Chen, Yuji Watanabe (Nagoya City Univ.) BioX2017-70 PRMU2017-206 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
In this study, we compare gait recognition by some smart phone devices. We first collect 3-axes acceleration data for 19 subjects in 2 walking states (in the pocket, and looking on the screen) using 3 different devices. We extracted 49 features from the acceleration data of all the recorded gait data. We then select the subset of the 49 features and identify subject using random forest. The result shows that the accuracies of each device are different. The reason probably is that the sampling rates of 3 devices are different. We suggest that high gait recognition requires sufficient acceleration sampling. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Gait Recognition / Smart Phone / Accelerometer / Behavior-based Feature / Biometrics / / / |
Reference Info. |
IEICE Tech. Rep., vol. 117, no. 513, BioX2017-70, pp. 201-206, March 2018. |
Paper # |
BioX2017-70 |
Date of Issue |
2018-03-11 (BioX, PRMU) |
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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BioX2017-70 PRMU2017-206 |
Conference Information |
Committee |
PRMU BioX |
Conference Date |
2018-03-18 - 2018-03-19 |
Place (in Japanese) |
(See Japanese page) |
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Paper Information |
Registration To |
BioX |
Conference Code |
2018-03-PRMU-BioX |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
A Study of Comparison of Smart Phone Devices on Gait Recognition Using Devices Accelerometer |
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Gait Recognition |
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Smart Phone |
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Accelerometer |
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Behavior-based Feature |
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Biometrics |
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1st Author's Name |
Yizuou Chen |
1st Author's Affiliation |
Nagoya City University (Nagoya City Univ.) |
2nd Author's Name |
Yuji Watanabe |
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Nagoya City University (Nagoya City Univ.) |
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Speaker |
Author-1 |
Date Time |
2018-03-19 16:30:00 |
Presentation Time |
25 minutes |
Registration for |
BioX |
Paper # |
BioX2017-70, PRMU2017-206 |
Volume (vol) |
vol.117 |
Number (no) |
no.513(BioX), no.514(PRMU) |
Page |
pp.201-206 |
#Pages |
6 |
Date of Issue |
2018-03-11 (BioX, PRMU) |
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