Robotic Handling of Surgical Instruments in a Cluttered Tray

We developed a unique robotic manipulation system that accurately singulates surgical instruments in a cluttered environment. A novel single-view computer vision algorithm identifies the next instrument to grip from a cluttered pile and a compliant electromagnetic gripper picks up the identified instrument. System is validated through extensive experiments.