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Paper Abstract and Keywords
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
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

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) 
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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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