Reducing Annotating Load: Active Learning with Synthetic Images in Surgical Instrument Segmentation

Haonan Peng, Shan Lin, Daniel King +4

Accurate instrument segmentation in endoscopic vision of robot-assisted surgery is challenging due to reflection on the instruments and frequent contacts with tissue. Deep neural n…