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| Presentation | 2019-02-20 14:30 Gait Identification Using 3d Pose Estimation From Free-viewpoint Surveillance Camera Toshiaki Hirooka, Hiroki Takahashi (UEC)  ITS2018-83 IE2018-104 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | Gait is one of biological information which indicates how to walk.It is possible to acquire gait from a distance and any views.It is, however, difficult to identify a person captured from various views.The purpose of this article is, therefore, to propose an effective identification method when the subject is captured from free-viewpoint.First, 2d pose is generated with interpolating occluded joints using neighbor frames on the condition that a person walks.Then, 3d pose is generated with 2d pose.Finally, features are generated from fixing walking direction of 3d pose.The proposed method gets better identification ratio for free-viewpoint videos. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | biometric / gait identification / free-viewpoint / walk / 3d pose estimation / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 118, no. 450, IE2018-104, pp. 221-226, Feb. 2019. | |
| Paper # | IE2018-104 | |
| Date of Issue | 2019-02-12 (ITS, IE) | |
| 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 | ITS2018-83 IE2018-104 |
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| Conference Information | |
| Committee | ITS IE ITE-MMS ITE-HI ITE-ME ITE-AIT |
| Conference Date | 2019-02-19 - 2019-02-20 |
| 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 | IE |
| Conference Code | 2019-02-ITS-IE-MMS-HI-ME-AIT |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Gait Identification Using 3d Pose Estimation From Free-viewpoint Surveillance Camera |
| Sub Title (in English) | |
| Keyword(1) | biometric |
| Keyword(2) | gait identification |
| Keyword(3) | free-viewpoint |
| Keyword(4) | walk |
| Keyword(5) | 3d pose estimation |
| Keyword(6) | |
| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Toshiaki Hirooka |
| 1st Author's Affiliation | The University of Electro-Communications (UEC) |
| 2nd Author's Name | Hiroki Takahashi |
| 2nd Author's Affiliation | The University of Electro-Communications (UEC) |
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| Speaker | Author-1 |
| Date Time | 2019-02-20 14:30:00 |
| Presentation Time | 15 minutes |
| Registration for | IE |
| Paper # | ITS2018-83, IE2018-104 |
| Volume (vol) | vol.118 |
| Number (no) | no.449(ITS), no.450(IE) |
| Page | pp.221-226 |
| #Pages | 6 |
| Date of Issue | 2019-02-12 (ITS, IE) |
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