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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  Online edition: ISSN 2424-1970
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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)  
Keyword(1) soccer video  
Keyword(2) feature definition  
Keyword(3) similarity calculation  
Keyword(4) network analysis  
Keyword(5) induced centrality  
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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
Date Time 2014-02-18 09:35:00 
Presentation Time 15 
Registration for ME 
Paper # ITE-HI2014-22,ITE-ME2014-22,ITE-AIT2014-22 
Volume (vol) ITE-38 
Number (no) no.7 
Page pp.319-324 
#Pages ITE-6 
Date of Issue ITE-HI-2014-02-10,ITE-ME-2014-02-10,ITE-AIT-2014-02-10 


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