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Authors: Sorin Soviany and Sorin Puscoci

Affiliation: National Communications Studies and Research Institute, Romania

Keyword(s): Tele-assistance, Behavioural Pattern, Hierarchical Classifier, Multimodal Analysis.

Abstract: The paper proposes an approach for behavioural recognition in which the individual conditions are recognized using a multimodal analysis method. This approach is an extension of our previously defined multimodal analysis method for biometrics; in this case the target application is the accurate recognition of human behaviour in smart home environments, with main focus in the home tele-assistance integrated services for elderly people. The proposed multimodal analysis method uses a hierarchical approach for data classification together with a fusion rule to combine the matching scores for several behavioural patterns. The approach novelty is given by the hierarchical classification design which provides an optimal performance-cost trade-off for the behavioural recognition system. This optimization could be done at runtime in practical applications.

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Paper citation in several formats:
Soviany, S. and Puscoci, S. (2015). Multimodal Analysis for Behavioural Recognition in Tele-assistance Applications. In Proceedings of the 1st International Conference on Information and Communication Technologies for Ageing Well and e-Health - ICT4AgeingWell; ISBN 978-989-758-102-1, SciTePress, pages 149-154. DOI: 10.5220/0005485901490154

@conference{ict4ageingwell15,
author={Sorin Soviany. and Sorin Puscoci.},
title={Multimodal Analysis for Behavioural Recognition in Tele-assistance Applications},
booktitle={Proceedings of the 1st International Conference on Information and Communication Technologies for Ageing Well and e-Health - ICT4AgeingWell},
year={2015},
pages={149-154},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005485901490154},
isbn={978-989-758-102-1},
}

TY - CONF

JO - Proceedings of the 1st International Conference on Information and Communication Technologies for Ageing Well and e-Health - ICT4AgeingWell
TI - Multimodal Analysis for Behavioural Recognition in Tele-assistance Applications
SN - 978-989-758-102-1
AU - Soviany, S.
AU - Puscoci, S.
PY - 2015
SP - 149
EP - 154
DO - 10.5220/0005485901490154
PB - SciTePress

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