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Luca Sestini

2 accepted papers

2021

A Kinematic Bottleneck Approach for Pose Regression of Flexible Surgical Instruments Directly From Images

RA-L 2021

3-D pose estimation of instruments is a crucial step towards automatic scene understanding in robotic minimally invasive surgery. Although robotic systems can potentially directly provide joint values, this information is not commonly exploited inside the operating room, due to its possible unreliab

Cited by 23SourceScholar
2020

GA3C Reinforcement Learning for Surgical Steerable Catheter Path Planning

ICRA 2020poster

Path planning algorithms for steerable catheters, must guarantee anatomical obstacles avoidance, reduce the insertion length and ensure the compliance with needle kinematics. The majority of the solutions in literature focuses on graph based or sampling based methods, both limited by the impossibili…

Cited by 24SourceScholar