Detecting Critical Situation in Public Transport

R. M. Luque; F. L. Valverde; E. Dominguez; E. J. Palomo; J. Muñoz

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Paper

Detecting Critical Situation in Public Transport

In Proceedings of the 8th International Workshop on Pattern Recognition in Information Systems - Volume 0ICEIS, 57-66, 2008 , Barcelona, Spain

Authors: R. M. Luque ; F. L. Valverde ; E. Dominguez ; E. J. Palomo and J. Muñoz

Affiliation: University of Málaga, Spain

Abstract: This paper presents a system information applied to video surveillance to detect and identify aggressive behaviors of people in public transport. A competitive neural network is proposed to form a background model for detecting objects in motion in the sequence. After identifying the objects and extracting its features a set of rules are applied to decide if an anomalous behavior is or not considered aggressive. Our approach is integrated in a CCTV system and is a powerful support tool for security operators to manage to detect in real time critical situations in public transport.

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Paper citation in several formats:

M. Luque, R.; L. Valverde, F.; Dominguez, E.; J. Palomo, E. and Muñoz, J. (2008). Detecting Critical Situation in Public Transport. In Proceedings of the 8th International Workshop on Pattern Recognition in Information Systems (ICEIS 2008) - PRIS; ISBN 978-989-8111-42-5, SciTePress, pages 57-66. DOI: 10.5220/0001739600570066

@conference{pris08,
author={R. {M. Luque}. and F. {L. Valverde}. and E. Dominguez. and E. {J. Palomo}. and J. Muñoz.},
title={Detecting Critical Situation in Public Transport},
booktitle={Proceedings of the 8th International Workshop on Pattern Recognition in Information Systems (ICEIS 2008) - PRIS},
year={2008},
pages={57-66},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001739600570066},
isbn={978-989-8111-42-5},
}

TY - CONF

JO - Proceedings of the 8th International Workshop on Pattern Recognition in Information Systems (ICEIS 2008) - PRIS
TI - Detecting Critical Situation in Public Transport
SN - 978-989-8111-42-5
AU - M. Luque, R.
AU - L. Valverde, F.
AU - Dominguez, E.
AU - J. Palomo, E.
AU - Muñoz, J.
PY - 2008
SP - 57
EP - 66
DO - 10.5220/0001739600570066
PB - SciTePress