Richard Jaepyeong Cha

SurgiPose: Estimating Surgical Tool Kinematics from Monocular Video for Surgical Robot Learning

Imitation learning (IL) has shown immense promise in enabling autonomous dexterous manipulations, including in learning surgical tasks. To fully unlock the potential of IL for surgery, access to clinical datasets is needed, which unfortunately lack the kinematic data required for current IL approach