Cristian da Costa Rocha

Self-Supervised Surgical Tool Segmentation using Kinematic Information

Surgical tool segmentation in endoscopic images is the first step towards pose estimation and (sub-)task automation in challenging minimally invasive surgical operations. While many approaches in the literature have shown great results using modern machine learning methods such as convolutional neur…