• DocumentCode
    2102857
  • Title

    A Framework for Multisensory Intelligent Monitoring and Interpretation of Behaviors through Information Fusion

  • Author

    Castillo, José Carlos ; Fernandez-Caballero, Antonio ; López, María Teresa

  • Author_Institution
    Inst. de Investig. en Inf. de Albacete (I3A), Albacete, Spain
  • fYear
    2011
  • fDate
    25-28 July 2011
  • Firstpage
    334
  • Lastpage
    337
  • Abstract
    Modern intelligent monitoring and interpretation systems manage several kinds of heterogeneous sensor networks and use outstanding segmentation and tracking algorithms. Monitoring has evolved from initial systems based on low resolution cameras, directly connected to a monitor, up to distributed systems where several sensors cooperate not only to track objects of interest but also to detect suspicious behaviors based on artificial intelligence techniques. In our opinion, frameworks are essential to provide design and implementation patterns for generating a widespread variety of monitoring and interpretation applications, allowing the interaction of different modules and the reuse of code. In this sense, this paper proposes the implementation of a multi sensory monitoring and interpretation framework based on the model-view-controller paradigm but extended to distributed intelligent systems.
  • Keywords
    artificial intelligence; behavioural sciences computing; cameras; computerised monitoring; distributed processing; image fusion; image resolution; image sensors; artificial intelligence technique; distributed intelligent system; heterogeneous sensor network; information fusion; interpretation application; interpretation system; low resolution camera; model view controller paradigm; multisensory intelligent monitoring; object tracking; tracking algorithm; Cameras; Computational modeling; Data models; Humans; Monitoring; Proposals; Real time systems;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Environments (IE), 2011 7th International Conference on
  • Conference_Location
    Nottingham
  • Print_ISBN
    978-1-4577-0830-5
  • Electronic_ISBN
    978-0-7695-4452-6
  • Type

    conf

  • DOI
    10.1109/IE.2011.20
  • Filename
    6063409