Dual-camera-based method for identification and location of scattered self-plugging rivets for robot grasping

•Effective combination of morphology technique enhance the image features.•Mask image subtraction and multiple operation of it clarify an unique rivet pose.•Dual-camera technique ensures the accurate location of scattered rivets.•The proposed system makes the riveting process more flexible.