Attending to coastal and maritime surveillance applications, the detection of ships and oil slicks is an mportant problem that has not been completely solved. The control of maritime traffic is a critical problem that encompasses fisheries monitoring or pirates detection, for instance. The detection and monitoring of oil slicks is a key issue for reducing their environmental and economical impacts.