Self-calibration based 3d information extraction and application in broadcast soccer video | |
Liu, Y; Liang, DW; Huang, QM; Gao, W | |
刊名 | Computer vision - accv 2006, pt ii
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2006 | |
卷号 | 3852页码:852-861 |
ISSN号 | 0302-9743 |
通讯作者 | Liu, y(yliu@jdl.ac.cn) |
英文摘要 | This paper proposes a new method based on self-calibration to estimate the ball's 3d position in broadcast soccer video. according to the physical limitation, the ball's 3d position is estimated through the camera position and the ball's virtual shadow, which is the point of intersection between the playfield and the line through the camera's optical center and the ball. first, the virtual shadow is computed by the homography between playfield and image plane. for the image having enough corresponding points, the map is determined directly; for those images not having enough these points, their homographies are estimated through global motion estimation. then, based on self-calibrating for rotating and zooming camera, and the homography, the camera's position in the playfield is estimated. experiments show that the proposed method can extract ball's 3d position information without referring to other object with assuming height and obtain promising results. |
WOS关键词 | TRACKING PLAYERS ; BALL ; GAMES |
WOS研究方向 | Computer Science |
WOS类目 | Computer Science, Artificial Intelligence ; Computer Science, Theory & Methods |
语种 | 英语 |
出版者 | SPRINGER-VERLAG BERLIN |
WOS记录号 | WOS:000235773200085 |
内容类型 | 期刊论文 |
URI标识 | http://www.corc.org.cn/handle/1471x/2379448 |
专题 | 中国科学院大学 |
通讯作者 | Liu, Y |
作者单位 | 1.Harbin Inst Technol, Sch Comp Sci & Technol, Harbin 150001, Peoples R China 2.Chinese Acad Sci, Grad Sch, Beijing 100039, Peoples R China |
推荐引用方式 GB/T 7714 | Liu, Y,Liang, DW,Huang, QM,et al. Self-calibration based 3d information extraction and application in broadcast soccer video[J]. Computer vision - accv 2006, pt ii,2006,3852:852-861. |
APA | Liu, Y,Liang, DW,Huang, QM,&Gao, W.(2006).Self-calibration based 3d information extraction and application in broadcast soccer video.Computer vision - accv 2006, pt ii,3852,852-861. |
MLA | Liu, Y,et al."Self-calibration based 3d information extraction and application in broadcast soccer video".Computer vision - accv 2006, pt ii 3852(2006):852-861. |
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