Camera calibration using court models for real-time augmenting soccer scenes
In this paper, we present a procedure to estimate the position, orientation and focal length of a camera in a soccer field. These parameters are then used in real-time overlay of graphics on a soccer pitch. The method uses court model composed by arcs and lines. A means of automatically initializing...
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| Veröffentlicht in: | Multimedia tools and applications 2011-02, Vol.51 (3), p.997-1011 |
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| container_title | Multimedia tools and applications |
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| creator | battikh, Tahar Jabri, Imed |
| description | In this paper, we present a procedure to estimate the position, orientation and focal length of a camera in a soccer field. These parameters are then used in real-time overlay of graphics on a soccer pitch. The method uses court model composed by arcs and lines. A means of automatically initializing the tracking process is also presented which uses Hough transform with a combination of a non-linear least squares optimization method. For the tracking of camera parameters, two cases arise: the center of the pitch and the 18 m area. A combination of automatic court model recognition with the Kanade-Lucas-Tomasi (KLT) algorithm is also used. |
| doi_str_mv | 10.1007/s11042-009-0434-1 |
| format | Article |
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| source | SpringerNature Journals |
| subjects | Accuracy Algorithms Analysis Approximation Calibration Cameras Computer Communication Networks Computer Science Data Structures and Information Theory Digital video Image processing systems Multimedia computer applications Multimedia Information Systems Soccer Special Purpose and Application-Based Systems Studies Vision systems |
| title | Camera calibration using court models for real-time augmenting soccer scenes |
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