IN the past two decades, robot manipulators have been widely applied in several industrial environments for autonomous manipulation tasks. In order for the robot to accomplish a variety of industrial applications, pick-and-place operation is one of the major requirements in autonomous robot manipulation. Such a requirement carried out many studies on robotic grasping control that traditionally can be divided into geometrical-planning-based and sensory-based approaches.