The Agent WiSARD methodology for intelligent active video surveillance systems is proposed in this paper. The hybrid neurosymbolic system (called ISIDIS) is based on the integration of virtual neural sensors and BDI agents. The use of virtual neural sensors coupled with symbolic reasoning allow the system to work on different scenarios and in any light condition.