Active Grid-based Pass Region Estimation from Multiple Frames of Broadcast Soccer Videos

Takahashi, Sho; Haseyama, Miki

ITE Transactions on Media Technology and Applications, 2013, 1(3), 220-225

Permalink : https://hdl.handle.net/2115/53270

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ファイル	フォーマット	サイズ	閲覧回数	説明
ITE_v1no3pp220-225	pdf	227 KB	713

アクセス権	open access
URI	https://hdl.handle.net/2115/53270
タイトル	Active Grid-based Pass Region Estimation from Multiple Frames of Broadcast Soccer Videos
著者	e-Rad_Researcher 00708018 著者名 Takahashi, Sho
著者	e-Rad_Researcher 00218463 著者名 Haseyama, Miki
言語	英語
キーワード	sports video analysis
	soccer videos
	pass region
	Active grid
発行日	2013-07-01
出版者	The Institute of Image Information and Television Engineers
収録物名	ITE Transactions on Media Technology and Applications
巻(号)	1(3)
ページ	220-225
抄録	An Active grid-based method for estimating pass regions from broadcast soccer videos is presented in this paper. It is assumed that the pass region has a high probability of the pass succeeding. In soccer matches, players discover pass regions based on previous and current player positions. In conventional methods, pass regions are estimated by applying Active Net to only a single frame of a soccer video. In the proposed method, Active grid is applied to three-dimensional data by which frames of the soccer video are connected with the temporal dimension. The proposed method then realizes robust estimation of pass regions based on multiple frames of player positions. The proposed method was applied to actual TV programs to verify its effectiveness.
資源タイプ	学術雑誌論文
出版タイプ	Version of Record
EISSN	2186-7364
関連情報 (isIdenticalTo)	出版社版DOI https://doi.org/10.3169/mta.1.220