Safety requirements in traffic control stress the importance of techniques devoted to automatic tracking of little crafts in harbor areas. Changeable sceneries and noise variability make hard the recognitions task of an automatic target recognition system. In this paper, a modular system based on neural networks for the quasi real time detection of moving targets in seaport radar images is prop…