Along the last decades, Robotics research has taken a major turn from laboratories to factories and ordinary real-world environments. Consequently, new issues be overcome have arisen, specially when autonomous, dexterous robots are in place. In this paper, we present evolution case of robot vision for manipulation through several developments, by analysing their challenges proposed solutions. T...