| Presentation | 2016-12-09 Play Estimation Based on Player's View in American Football Hana Miwa, Yasuhiko Kitamura, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(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) |
| Keyword(in English) | american football / play estimation / support vector machine |
| Paper # | AI2016-15 |
| Date of Issue | 2016-12-02 (AI) |
| Conference Information | |
| Committee | AI |
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| Conference Date | 2016/12/9(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Toshiharu Sugawara(Waseda Univ.) |
| Vice Chair | Tsunenori Mine(Kyushu Univ.) / Daisuke Katagami(Tokyo Polytechnic Univ.) |
| Secretary | Tsunenori Mine(Ritsumeikan Univ.) / Daisuke Katagami(Shizuoka Univ.) |
| Assistant | Yuichi Sei(Univ. of Electro-Comm.) |
| Paper Information | |
| Registration To | Technical Committee on Artificial Intelligence and Knowledge-Based Processing |
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| Language | JPN |
| 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 |
| 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.) |
| Date | 2016-12-09 |
| Paper # | AI2016-15 |
| Volume (vol) | vol.116 |
| Number (no) | AI-350 |
| Page | pp.pp.17-22(AI), |
| #Pages | 6 |
| Date of Issue | 2016-12-02 (AI) |