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| Presentation | 2016-05-26 14:25 A Study on Player Identification in Sport Videos Using Wearable Sensors Takashi Hamatani, Yudai Sakaguchi, Akira Uchiyama, Teruo Higashino (Osaka Univ.)  MoNA2016-2 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | In this technical report, we propose a method for identifying sports players on videos. Our method basically compares player's speed and moving direction derived from videos and wearable sensors they wore. In addition, we compare step timing from videos and sensors because they can represent slight difference of each player's steps. We evaluate our method based on the dataset generated by Unity, where 10 players played football. As a result, we confirm our method achieves 72% accuracy of player identification for only 3 seconds video even in the case of 25% posture error. |
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| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Wearable Sensor / Motion Features / Step Detection / Pose Estimation / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 116, no. 66, MoNA2016-2, pp. 75-80, May 2016. | |
| Paper # | MoNA2016-2 | |
| Date of Issue | 2016-05-19 (MoNA) | |
| 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 | MoNA2016-2 |
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| Conference Information | |
| Committee | MoNA IPSJ-MBL IPSJ-DPS IPSJ-ITS |
| Conference Date | 2016-05-26 - 2016-05-27 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Okinawa Industry Support Center |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | 5G, Mobile Applications, Ubiquitous Services, Mobile Distributed Cloud, ITS, etc. |
| Paper Information | |
| Registration To | MoNA |
| Conference Code | 2016-05-MoNA-MBL-DPS-ITS |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Study on Player Identification in Sport Videos Using Wearable Sensors |
| Sub Title (in English) | |
| Keyword(1) | Wearable Sensor |
| Keyword(2) | Motion Features |
| Keyword(3) | Step Detection |
| Keyword(4) | Pose Estimation |
| Keyword(5) | |
| Keyword(6) | |
| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Takashi Hamatani |
| 1st Author's Affiliation | Osaka University (Osaka Univ.) |
| 2nd Author's Name | Yudai Sakaguchi |
| 2nd Author's Affiliation | Osaka University (Osaka Univ.) |
| 3rd Author's Name | Akira Uchiyama |
| 3rd Author's Affiliation | Osaka University (Osaka Univ.) |
| 4th Author's Name | Teruo Higashino |
| 4th Author's Affiliation | Osaka University (Osaka Univ.) |
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| Speaker | Author-1 |
| Date Time | 2016-05-26 14:25:00 |
| Presentation Time | 25 minutes |
| Registration for | MoNA |
| Paper # | MoNA2016-2 |
| Volume (vol) | vol.116 |
| Number (no) | no.66 |
| Page | pp.75-80 |
| #Pages | 6 |
| Date of Issue | 2016-05-19 (MoNA) |
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