Copyright © IFAC Mechatronic Systems, Sydney, Australia, 2004. This paper investigates control of robot manipulators on autonomous mobile robots and autonomous underwater vehicles (AUVs). The approach is a variant on visual servoing but does not employ position based visual servoing or feature driven image based visual servoing. Instead the method of target acquisition and tracking uses a directional control approach with incremental motion towards target.