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Hokkaido University Collection of Scholarly and Academic Papers >
Graduate School of Information Science and Technology / Faculty of Information Science and Technology >
Peer-reviewed Journal Articles, etc >
Active Grid-based Pass Region Estimation from Multiple Frames of Broadcast Soccer Videos
| Title: | Active Grid-based Pass Region Estimation from Multiple Frames of Broadcast Soccer Videos |
| Authors: | Takahashi, Sho Browse this author →KAKEN DB | | Haseyama, Miki Browse this author →KAKEN DB |
| Keywords: | sports video analysis | | soccer videos | | pass region | | Active grid |
| Issue Date: | 1-Jul-2013 |
| Publisher: | The Institute of Image Information and Television Engineers |
| Journal Title: | ITE Transactions on Media Technology and Applications |
| Volume: | 1 |
| Issue: | 3 |
| Start Page: | 220 |
| End Page: | 225 |
| Publisher DOI: | 10.3169/mta.1.220 |
| Abstract: | 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. |
| Type: | article |
| URI: | http://hdl.handle.net/2115/53270 |
| Appears in Collections: | 情報科学院・情報科学研究院 (Graduate School of Information Science and Technology / Faculty of Information Science and Technology) > 雑誌発表論文等 (Peer-reviewed Journal Articles, etc)
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Submitter: 長谷山 美紀
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