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Authors: Scott J. Blunsden 1 and Robert B. Fisher 2

Affiliations: 1 University of Dundee, United Kingdom ; 2 University of Edinburgh, United Kingdom

ISBN: 978-989-8111-69-2

Keyword(s): Fight, Pre-fight, Cuboid, AdaBoost.

Abstract: This paper investigates the detection and classification of fighting and pre and post fighting events when viewed from a video camera. Specifically we investigate normal, pre, post and actual fighting sequences and classify them. A hierarchical AdaBoost classifier is described and results using this approach are presented. We show it is possible to classify pre-fighting situations using such an approach and demonstrate how it can be used in the general case of continuous sequences.

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Paper citation in several formats:
J. Blunsden S.; B. Fisher R. and (2009). PRE-FIGHT DETECTION - Classification of Fighting Situations using Hierarchical AdaBoost.In Proceedings of the Fourth International Conference on Computer Vision Theory and Applications - Volume 2: VISAPP, (VISIGRAPP 2009) ISBN 978-989-8111-69-2, pages 303-308. DOI: 10.5220/0001775903030308

@conference{visapp09,
author={Scott {J. Blunsden} and Robert {B. Fisher}},
title={PRE-FIGHT DETECTION - Classification of Fighting Situations using Hierarchical AdaBoost},
booktitle={Proceedings of the Fourth International Conference on Computer Vision Theory and Applications - Volume 2: VISAPP, (VISIGRAPP 2009)},
year={2009},
pages={303-308},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001775903030308},
isbn={978-989-8111-69-2},
}

TY - CONF

JO - Proceedings of the Fourth International Conference on Computer Vision Theory and Applications - Volume 2: VISAPP, (VISIGRAPP 2009)
TI - PRE-FIGHT DETECTION - Classification of Fighting Situations using Hierarchical AdaBoost
SN - 978-989-8111-69-2
AU - J. Blunsden, S.
AU - B. Fisher, R.
PY - 2009
SP - 303
EP - 308
DO - 10.5220/0001775903030308

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