The SIREN partners aim at advancing the state of the art of maritime sensor systems and hence improving the common operational picture for traffic heavy coastal and near shore environments like the Belgian territorial waters. The general objective of SIREN is to prototype an automated imagery analysis platform with innovative functionalities such as perimeter control in an offshore wind farm, detection and tracking of small vessels as well as behaviour extraction of hybrid/military vessels.