T h i s paper presents a stereo vision system that uses imag primitives as stereo comspondence units in order to reduce the compurational errors. This sysrem. integrated into a "hand-eye" robot system, is able to recognize cylindrical objects. such as cans. so as to have them picked up by the robot.