3 Hand detection Keeping all this in mind, we have decided to implement another very simple recognition method: we detect the hand on the basis of its typical skin color. In most situations, this parameter turned out to be sufficiently robust for our purpose. However, we have implemented a dynamical initialization phase in which the robot can”learn” the skin color of the specific operator (see Fig. 2). In the following, we will describe the recognition method in detail.