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Authors: Dani Manjah 1 ; Stéphane Galland 2 ; Christophe De Vleeschouwer 1 and Benoît Macq 1

Affiliations: 1 Institute of Information and Communication Technologies, Electronics and Applied Mathematics (ICTEAM), UCLouvain, 1348 Louvain-la-Neuve, Belgium ; 2 UTBM, CIAD UMR 7533, F-90010 Belfort cedex, France

Keyword(s): Distributed Smart Cameras Architectures, Holonic Multiagent Systems, Large-Scale Surveillance Systems, Multisensor and Multimethod.

Abstract: This paper considers the deployment of flexible and high-performance surveillance systems. These systems must continuously integrate new sensors and sensing algorithms, which are autonomous (e.g., capable of making decisions independently of a central system) and possess interaction skills (e.g., capable of exchanging observations). For this purpose, our work proposes adopting an agent-based architecture derived from an organizational and holonic (i.e., system of systems) multi-agent model. It leverages autonomous processing methods, resulting in a scalable and modular multisensor and multimethod surveillance systems. A vehicle tracking case study demonstrates the relevance of our approach in terms of effectiveness and runtime.

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Paper citation in several formats:
Manjah, D. ; Galland, S. ; De Vleeschouwer, C. and Macq, B. (2024). Autonomous Methods in Multisensor Architecture for Smart Surveillance. In Proceedings of the 16th International Conference on Agents and Artificial Intelligence - Volume 3: ICAART; ISBN 978-989-758-680-4; ISSN 2184-433X, SciTePress, pages 823-831. DOI: 10.5220/0012395700003636

@conference{icaart24,
author={Dani Manjah and Stéphane Galland and Christophe {De Vleeschouwer} and Benoît Macq},
title={Autonomous Methods in Multisensor Architecture for Smart Surveillance},
booktitle={Proceedings of the 16th International Conference on Agents and Artificial Intelligence - Volume 3: ICAART},
year={2024},
pages={823-831},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0012395700003636},
isbn={978-989-758-680-4},
issn={2184-433X},
}

TY - CONF

JO - Proceedings of the 16th International Conference on Agents and Artificial Intelligence - Volume 3: ICAART
TI - Autonomous Methods in Multisensor Architecture for Smart Surveillance
SN - 978-989-758-680-4
IS - 2184-433X
AU - Manjah, D.
AU - Galland, S.
AU - De Vleeschouwer, C.
AU - Macq, B.
PY - 2024
SP - 823
EP - 831
DO - 10.5220/0012395700003636
PB - SciTePress

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