Injury Mechanism Classification in Soccer Videos

O.V. Ramana Murthy, Roland Goecke; Proceedings of the IEEE International Conference on Computer Vision (ICCV) Workshops, 2015, pp. 57-62

Abstract


Soccer is a very popular sport but also has a high rate of injuries. In this paper, player falling events in Soccer videos are classified into five major categories. These categories have been identified by Soccer coaches as the major mechanisms behind injuries of the players. Automatic detection of these events will be useful to the coaches to impart individual training to the players that will enhance their physical strength and also the playing style. A Bag-of-Words framework is used and a baseline classification accuracy is established.

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[bibtex]
@InProceedings{Murthy_2015_ICCV_Workshops,
author = {Ramana Murthy, O.V. and Goecke, Roland},
title = {Injury Mechanism Classification in Soccer Videos},
booktitle = {Proceedings of the IEEE International Conference on Computer Vision (ICCV) Workshops},
month = {December},
year = {2015}
}