Many of the todays visual servoing systems rely o n use of markers o n the object to provide features for control. There i s thus a need fo r a visual system that provides control features regardless of the appearance of the object. Region based tracking is a natural approach since it does not require any special type of features. I n this paper we present two different approaches to region bas...