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Paper Abstract and Keywords
Presentation 2017-02-27 15:15
Study on Head Detection and Pose Estimation for Football Videos
Shinsuke Yokozawa, Masaki Takahashi, Hideki Mitsumine (NHK)
Abstract (in Japanese) (See Japanese page) 
(in English) We are studying on obtaining automatically metadata of player’s head pose from football videos. The head detection and head pose estimation method with football videos taken by a single fixed wide-field-of-view camera are proposed. The method is characterized by robustness and high-speed performance for low-resolution images of players. Head detection is performed by extracting region of players and mining the region shape. Head pose is estimated by using the machine learning technique consisting of color histograms and HOG features. In this paper, we will show that precision head detection and head pose estimation are performed by integrating information all the above.
Keyword (in Japanese) (See Japanese page) 
(in English) Football / Metadata / Head detection / Head pose / Low-resolution image / Machine learning / /  
Reference Info. ITE Tech. Rep.
Paper #  
Date of Issue  
ISSN Print edition: ISSN 1342-6893  Online edition: ISSN 2424-1970
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Conference Information
Committee SIP  
Conference Date 2017-02-27 - 2017-02-27 
Place (in Japanese) (See Japanese page) 
Place (in English) Chukyo Univ. Nagoya Campus 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Sports video analysis, and general 
Paper Information
Registration To SIP 
Conference Code 2017-02-SIP 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Study on Head Detection and Pose Estimation for Football Videos 
Sub Title (in English)  
Keyword(1) Football  
Keyword(2) Metadata  
Keyword(3) Head detection  
Keyword(4) Head pose  
Keyword(5) Low-resolution image  
Keyword(6) Machine learning  
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Keyword(8)  
1st Author's Name Shinsuke Yokozawa  
1st Author's Affiliation Japan Broadcasting Corporation (NHK)
2nd Author's Name Masaki Takahashi  
2nd Author's Affiliation Japan Broadcasting Corporation (NHK)
3rd Author's Name Hideki Mitsumine  
3rd Author's Affiliation Japan Broadcasting Corporation (NHK)
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Speaker
Date Time 2017-02-27 15:15:00 
Presentation Time 25 
Registration for SIP 
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