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Camera-based Observation of Football Games for Analyzing Multi-agent Activities (bibtex)
by M Beetz, J Bandouch, S Gedikli, Nvon Hoyningen-Huene, B Kirchlechner and A Maldonado
Abstract:
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.
Reference:
Camera-based Observation of Football Games for Analyzing Multi-agent Activities (M Beetz, J Bandouch, S Gedikli, Nvon Hoyningen-Huene, B Kirchlechner and A Maldonado), In Proceedings of the Fifth International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS), 2006.
Bibtex Entry:
@inproceedings{beetz_camera-based_2006,
author = {M Beetz and J Bandouch and S Gedikli and Nvon Hoyningen-Huene and B Kirchlechner and A Maldonado},
title = {Camera-based Observation of Football Games for Analyzing Multi-agent
Activities},
booktitle = {Proceedings of the Fifth International Joint Conference on Autonomous
Agents and Multiagent Systems ({AAMAS)}},
year = {2006},
abstract = {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.},
keywords = {soccer},
}
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