MULTISENSORY ARCHITECTURE FOR INTELLIGENT SURVEILLANCE SYSTEMS - Integration of Segmentation, Tracking and Activity Analysis

Francisco Alfonso Cano, José Carlos Castillo, Juan Serrano-Cuerda, Antonio Fernández-Caballero

2011

Abstract

Intelligent surveillance systems deal with all aspects of threat detection in a given scene; these range from segmentation to activity interpretation. The proposed architecture is a step towards solving the detection and tracking of suspicious objects as well as the analysis of the activities in the scene. It is important to include different kinds of sensors for the detection process. Indeed, their mutual advantages enhance the performance provided by each sensor on its own. The results of the multisensory architecture offered in the paper, obtained from testing the proposal on CAVIAR project data sets, are very promising within the three proposed levels, that is, segmentation based on accumulative computation, tracking based on distance calculation and activity analysis based on finite state automaton.

Paper Citation

in Harvard Style

Alfonso Cano F., Carlos Castillo J., Serrano-Cuerda J. and Fernández-Caballero A. (2011). MULTISENSORY ARCHITECTURE FOR INTELLIGENT SURVEILLANCE SYSTEMS - Integration of Segmentation, Tracking and Activity Analysis . In Proceedings of the 13th International Conference on Enterprise Information Systems - Volume 2: ICEIS, ISBN 978-989-8425-54-6, pages 157-162. DOI: 10.5220/0003477101570162

in Bibtex Style

@conference{iceis11,
author={Francisco Alfonso Cano and José Carlos Castillo and Juan Serrano-Cuerda and Antonio Fernández-Caballero},
title={MULTISENSORY ARCHITECTURE FOR INTELLIGENT SURVEILLANCE SYSTEMS - Integration of Segmentation, Tracking and Activity Analysis},
booktitle={Proceedings of the 13th International Conference on Enterprise Information Systems - Volume 2: ICEIS,},
year={2011},
pages={157-162},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003477101570162},
isbn={978-989-8425-54-6},
}

in EndNote Style

TY - CONF
JO - Proceedings of the 13th International Conference on Enterprise Information Systems - Volume 2: ICEIS,
TI - MULTISENSORY ARCHITECTURE FOR INTELLIGENT SURVEILLANCE SYSTEMS - Integration of Segmentation, Tracking and Activity Analysis
SN - 978-989-8425-54-6
AU - Alfonso Cano F.
AU - Carlos Castillo J.
AU - Serrano-Cuerda J.
AU - Fernández-Caballero A.
PY - 2011
SP - 157
EP - 162
DO - 10.5220/0003477101570162