| Paper Abstract and Keywords |
| Presentation |
2014-02-18 09:35
Definition of soccer player's features using network analysis and its application to similarity calculation between players
Kazuya Iwai, Sho Takahashi, Takahiro Ogawa, Miki Haseyama (Hokkaido Univ.) |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
This paper presents a method for defining soccer player's features using network analysis and calculating similarity between players based on the defined features. For analysis of soccer player's features, not only characteristics of individual play but also relationships between players performing group tactics and team tactics are important factors. Therefore, we define soccer player's features based on the relationships extracted by using network analysis in addition to player's features based on characteristics of individual play calculated from player's position and movement. By using these features, the similarity calculation between players becomes feasible. Experimental results obtained by using soccer videos show the effectiveness of the proposed method. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
soccer video / feature definition / similarity calculation / network analysis / induced centrality / / / |
| Reference Info. |
ITE Tech. Rep., vol. 38, no. 7, ME2014-22, pp. 319-324, Feb. 2014. |
| Paper # |
ME2014-22 |
| Date of Issue |
2014-02-10 (HI, ME, AIT) |
| ISSN |
Print edition: ISSN 1342-6893 |
| Download PDF |
|
| Conference Information |
| Committee |
IEICE-ITS IEICE-IE AIT HI ME |
| Conference Date |
2014-02-17 - 2014-02-18 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Hokkaido Univ. |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
ITS Image Processing, etc. |
| Paper Information |
| Registration To |
ME |
| Conference Code |
2014-02-ITS-IE-AIT-HI-ME |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Definition of soccer player's features using network analysis and its application to similarity calculation between players |
| Sub Title (in English) |
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| Keyword(1) |
soccer video |
| Keyword(2) |
feature definition |
| Keyword(3) |
similarity calculation |
| Keyword(4) |
network analysis |
| Keyword(5) |
induced centrality |
| Keyword(6) |
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| Keyword(7) |
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| 1st Author's Name |
Kazuya Iwai |
| 1st Author's Affiliation |
Hokkaido University (Hokkaido Univ.) |
| 2nd Author's Name |
Sho Takahashi |
| 2nd Author's Affiliation |
Hokkaido University (Hokkaido Univ.) |
| 3rd Author's Name |
Takahiro Ogawa |
| 3rd Author's Affiliation |
Hokkaido University (Hokkaido Univ.) |
| 4th Author's Name |
Miki Haseyama |
| 4th Author's Affiliation |
Hokkaido University (Hokkaido Univ.) |
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| Speaker |
Author-1 |
| Date Time |
2014-02-18 09:35:00 |
| Presentation Time |
15 minutes |
| Registration for |
ME |
| Paper # |
HI2014-22, ME2014-22, AIT2014-22 |
| Volume (vol) |
vol.38 |
| Number (no) |
no.7 |
| Page |
pp.319-324 |
| #Pages |
6 |
| Date of Issue |
2014-02-10 (HI, ME, AIT) |