Bouchard Kévin, Bouchard Bruno et Bouzouane Abdenour. (2011). Qualitative spatial activity recognition using a complete platform based on passive RFID tags: experimentations and results. Dans Bessam Abdulrazak, Sylvain Giroux, Bruno Bouchard, Hélène Pigot et Mounir Mokhtari (dir.), Toward useful services for elderly and people with disabilities. (6719, p. 308-312). Springer : Cham.
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URL officielle: http://dx.doi.org/doi:10.1007/978-3-642-21535-3_47
Résumé
Smart home has become a very active topic of research in the past few years. The problem of recognizing activity inside a smart home is one of the biggest challenge researchers have to face in this discipline. Many of them have presented approaches exploiting temporal constraints in order to maximize the efficiency and the precision of their recognition model. However, only few works investigate the spatial aspects characterizing the habitat context. In this paper, we present a new algorithm and a complete experiment showing the importance of taking into account spatial constraints in the recognition process. The goal of this paper is to demonstrate that recognition algorithms will benefit from exploiting spatial constraints.
| Type de document: | Chapitre de livre |
|---|---|
| Date: | 2011 |
| Lieu de publication: | Springer |
| Identifiant unique: | 10.1007/978-3-642-21535-3_47 |
| Sujets: | Sciences naturelles et génie > Sciences mathématiques > Informatique |
| Département, module, service et unité de recherche: | Départements et modules > Département d'informatique et de mathématique |
| Éditeurs: | Abdulrazak, Bessam Giroux, Sylvain Bouchard, Bruno Pigot, Hélène Mokhtari, Mounir |
| Mots-clés: | smart homes, RFID, activity recognition, spatial constraints, proceedings |
| Déposé le: | 16 févr. 2021 23:49 |
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| Dernière modification: | 16 févr. 2021 23:49 |
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