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Paper Abstract and Keywords
Presentation 2016-12-05 15:40
Pose trend analysis in tennis video based on pose estimation
Ryunosuke Kurose (Keio Univ.), Masaki Hayashi (Recreation lab), Sourou Ishi (Matsudo Orthopaedic Hospital), Asato Okamura (Tsukuba Univ), Yoshimitu Aoki (Keio Univ)
Abstract (in Japanese) (See Japanese page) 
(in English) Recently, demand for sports video analysis is increasing, for example, analysis of players and teams. In this paper, we focus on Tennis videos. First, we estimate joint positions using Convolutional Pose Machine. Second, we classify similar actions into the same class. Third, we compare behaviors in the same class. Our method can visualize clustering result to grasp detailed difference between similar behavior.
Keyword (in Japanese) (See Japanese page) 
(in English) Sports video analysis / tennis / k-means clustering / Faster R-CNN / Convolutional Pose Machines / / /  
Reference Info. ITE Tech. Rep., vol. 40, Dec. 2016.
Paper #  
Date of Issue 2016-11-28 (ME) 
ISSN Print edition: ISSN 1342-6893    Online edition: ISSN 2424-1970
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Conference Information
Committee ME SIP  
Conference Date 2016-12-05 - 2016-12-05 
Place (in Japanese) (See Japanese page) 
Place (in English) Waseda Univ. 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Sports video analysis, and general 
Paper Information
Registration To SIP 
Conference Code 2016-12-ME-SIP 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Pose trend analysis in tennis video based on pose estimation 
Sub Title (in English)  
Keyword(1) Sports video analysis  
Keyword(2) tennis  
Keyword(3) k-means clustering  
Keyword(4) Faster R-CNN  
Keyword(5) Convolutional Pose Machines  
1st Author's Name Ryunosuke Kurose  
1st Author's Affiliation Keio University (Keio Univ.)
2nd Author's Name Masaki Hayashi  
2nd Author's Affiliation Recreation Lab (Recreation lab)
3rd Author's Name Sourou Ishi  
3rd Author's Affiliation Matsudo Orthopaedic Hospital (Matsudo Orthopaedic Hospital)
4th Author's Name Asato Okamura  
4th Author's Affiliation Tsukuba University (Tsukuba Univ)
5th Author's Name Yoshimitu Aoki  
5th Author's Affiliation Keio University (Keio Univ)
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Speaker Author-1 
Date Time 2016-12-05 15:40:00 
Presentation Time 30 minutes 
Registration for SIP 
Paper # ME2016-130 
Volume (vol) vol.40 
Number (no) no.43 
Page pp.21-24 
Date of Issue 2016-11-28 (ME) 

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