Simulation-to-Real domain adaptation with teacher-student learning for endoscopic instrument segmentation

Manish Sahu, Anirban Mukhopadhyay, Stefan Zachow

Purpose: Segmentation of surgical instruments in endoscopic videos is essential for automated surgical scene understanding and process modeling. However, relying on fully supervise…