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| Presentation | 2016-12-09 10:55 Play Estimation Based on Player's View in American Football Hana Miwa, Yasuhiko Kitamura (Kwansei Gakuin Univ.)  AI2016-15 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | Play estimation in previous research has been based on the movement of all the players in the field, which estimates a play chosen by the opponent team in american football. However, it is difficult for players to watch the movement of all the players during a play in real games. In this paper, we propose a method to estimate a play by using support vector machine based on the data from a limited view of each player. The estimation accuracy decreases as the view narrowness increases, and that of players in the back is better than in the front. In some cases, it can be improved by combinig the results of multiple players. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | american football / play estimation / support vector machine / / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 116, no. 350, AI2016-15, pp. 17-22, Dec. 2016. | |
| Paper # | AI2016-15 | |
| Date of Issue | 2016-12-02 (AI) | |
| 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 | AI2016-15 |
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| Conference Information | |
| Committee | AI |
| Conference Date | 2016-12-09 - 2016-12-09 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | AI |
| Conference Code | 2016-12-AI |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Play Estimation Based on Player's View in American Football |
| Sub Title (in English) | |
| Keyword(1) | american football |
| Keyword(2) | play estimation |
| Keyword(3) | support vector machine |
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| 1st Author's Name | Hana Miwa |
| 1st Author's Affiliation | Kwansei Gakuin University (Kwansei Gakuin Univ.) |
| 2nd Author's Name | Yasuhiko Kitamura |
| 2nd Author's Affiliation | Kwansei Gakuin University (Kwansei Gakuin Univ.) |
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| Speaker | Author-1 |
| Date Time | 2016-12-09 10:55:00 |
| Presentation Time | 25 minutes |
| Registration for | AI |
| Paper # | AI2016-15 |
| Volume (vol) | vol.116 |
| Number (no) | no.350 |
| Page | pp.17-22 |
| #Pages | 6 |
| Date of Issue | 2016-12-02 (AI) |
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