ISIDIS: an intelligent videosurveillance system

Authors:
Massimo De Gregorio;Alessandro Rullo;Salvatore Rubinacci
Affiliations:
Istituto di Cibernetica, CNR, Pozzuoli (NA) -- Italy;Neatec SpA, Pozzuoli (NA) -- Italy;Neatec SpA, Via Campi Flegrei, Pozzuoli (NA) -- Italy
Venue:
Proceedings of the International Working Conference on Advanced Visual Interfaces
Year:
2012

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Abstract

In this paper we propose a new approach to active video surveillance intelligence systems based on the integration of artificial neural networks (ANN) and symbolic Artificial Intelligence (AI). In particular, the neurosymbolic hybrid system here presented is formed by virtual neural sensors (WiSARD--like systems) and BDI agents. The coupling of virtual neural sensors with symbolic reasoning for interpreting their outputs, makes this approach both very light from the computational and hardware point of view and quite robust in performances.