Real-time Capable Learning-based Visual Tool Pose Correction via Differentiable Simulation

Shuyuan Yang, Zonghe Chua

Autonomy in robot-assisted minimally invasive surgery has the potential to reduce surgeon cognitive and task load, thereby increasing procedural efficiency. However, implementing a…