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ATAL
2006
Springer

Camera-based observation of football games for analyzing multi-agent activities

13 years 5 months ago
Camera-based observation of football games for analyzing multi-agent activities
This paper describes a camera-based observation system for football games that is used for the automatic analysis of football games and reasoning about multi-agent activity. The observation system runs on video streams produced by cameras set up for TV broadcasting. The observation system achieves reliability and accuracy through various mechanisms for adaptation, probabilistic estimation, and exploiting domain constraints. It represents motions compactly and segments them into classified ball actions. Categories and Subject Descriptors I.2.10 [Artificial Intelligence]: Vision and Scene Understanding-Video analysis General Terms Motion tracking, Analysis of intentional activity Keywords video analysis, state estimation, object tracking, motion interpretation
Michael Beetz, Nico von Hoyningen-Huene, Jan Bando
Added 13 Oct 2010
Updated 13 Oct 2010
Type Conference
Year 2006
Where ATAL
Authors Michael Beetz, Nico von Hoyningen-Huene, Jan Bandouch, Bernhard Kirchlechner, Suat Gedikli, Alexis Maldonado
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