Presentation 2007-01-18
Automating Viewpoint Decision Method for Generating a 3D Soccer Video
Itaru KITAHARA, Koichiro HASHIMOTO, Yoshinari KAMEDA, Yuichi OHTA,
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Abstract(in English) This paper proposes an automating method to determine a viewpoint for generating a 3D video of soccer games. Our proposed method aims to realize an empathic 3D video system that counts users' personal preference. Our system first classifies the soccer game into some soccer events by referring 3D position of soccer players and a ball. For each event in soccer games, typical viewpoints, which are preferred by many numbers of users, have been estimated by a clustering method with questionnaire survey. In a phase of presenting 3D Video, the user inputs his/her individual taste of viewpoint by trial-using 3D video system in a few soccer events. Our system estimates a viewpoint to generate the user's favorite 3D video by choosing a typical viewpoint which is the nearest from user's input. With interpolating the selected typical viewpoints in soccer events by B-spline curve, this system generates a sequence of 3D video. We confirm the effectiveness of our proposed method in subjective evaluation experiments.
Keyword(in Japanese) (See Japanese page)
Keyword(in English) Free Viewpoint Video / Viewpoint Decision / Automated Generation / Clustering / Subjective Evaluation
Paper # PRMU2006-186
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Conference Information
Committee PRMU
Conference Date 2007/1/11(1days)
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Paper Information
Registration To Pattern Recognition and Media Understanding (PRMU)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Automating Viewpoint Decision Method for Generating a 3D Soccer Video
Sub Title (in English)
Keyword(1) Free Viewpoint Video
Keyword(2) Viewpoint Decision
Keyword(3) Automated Generation
Keyword(4) Clustering
Keyword(5) Subjective Evaluation
1st Author's Name Itaru KITAHARA
1st Author's Affiliation Graduate School of Systems and Information Engineering, University of Tsukuba()
2nd Author's Name Koichiro HASHIMOTO
2nd Author's Affiliation Graduate School of Systems and Information Engineering, University of Tsukuba
3rd Author's Name Yoshinari KAMEDA
3rd Author's Affiliation Graduate School of Systems and Information Engineering, University of Tsukuba
4th Author's Name Yuichi OHTA
4th Author's Affiliation Graduate School of Systems and Information Engineering, University of Tsukuba
Date 2007-01-18
Paper # PRMU2006-186
Volume (vol) vol.106
Number (no) 469
Page pp.pp.-
#Pages 6
Date of Issue