Ontology for a Panoptes building: Exploiting contextual information and a smart camera network
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Titre | Ontology for a Panoptes building: Exploiting contextual information and a smart camera network |
Type de publication | Journal Article |
Year of Publication | 2018 |
Auteurs | Marroquin R, Dubois J, Nicolle C |
Journal | SEMANTIC WEB |
Volume | 9 |
Pagination | 803-828 |
Type of Article | Article |
ISSN | 1570-0844 |
Mots-clés | BIM, building AI, context-aware system, IFC, semantic gap, Semantic interoperability, smart camera network |
Résumé | The contextual information in the built environment is highly heterogeneous, it goes from static information (e.g., information about the building structure) to dynamic information (e.g., user's space-time information, sensors detections and events that occurred). This paper proposes to semantically fuse the building's contextual information with extracted data from a smart camera network by using ontologies and semantic web technologies. The developed ontology allows interoperability between the different contextual data and enables, without human interaction, real-time event detections and system reconfiguration to be performed. The use of semantic knowledge in multi-camera monitoring systems guarantees the protection of the user's privacy by not sending nor saving any image, just extracting the knowledge from them. This paper presents a new approach to develop an ``all-seeing'' smart building, where the global system is the first step to attempt to provide Artificial Intelligence (AI) to a building. |
DOI | 10.3233/SW-180298 |