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20232026
most citedLocalising under the drape: proprioception in the era of distributed surgical robotic system

1 citations · 1 across the 6 of their papers we have counts for

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cs.RO2026

Streamlining stereo differentiable rendering for marker-free real-time tracking of surgical robots

Yanghe Hao, Martin Huber, Christos Bergeles +1

Purpose: Marker-based tracking of surgical robots is occlusion-prone in cluttered operating rooms. We evaluate stereo differentiable rendering for marker-free, real-time robot pose…

cs.RO2026

Learning From a Steady Hand: A Weakly Supervised Agent for Robot Assistance under Microscopy

Huanyu Tian, Martin Huber, Lingyun Zeng +7

This paper rethinks steady-hand robotic manipulation by using a weakly supervised framework that fuses calibration-aware perception with admittance control. Unlike conventional aut…

cs.RO20251 cited

Localising under the drape: proprioception in the era of distributed surgical robotic system

Martin Huber, Nicola A. Cavalcanti, Ayoob Davoodi +15

Despite their mechanical sophistication, surgical robots remain blind to their surroundings. This lack of spatial awareness causes collisions, system recoveries, and workflow disru…

cs.RO2025

Hydra: Marker-Free RGB-D Hand-Eye Calibration

Martin Huber, Huanyu Tian, Christopher E. Mower +4

This work presents an RGB-D imaging-based approach to marker-free hand-eye calibration using a novel implementation of the iterative closest point (ICP) algorithm with a robust poi…

cs.RO2025

Evaluating Robotic Approach Techniques for the Insertion of a Straight Instrument into a Vitreoretinal Surgery Trocar

Ross Henry, Martin Huber, Anestis Mablekos-Alexiou +5

Advances in vitreoretinal robotic surgery enable precise techniques for gene therapies. This study evaluates three robotic approaches using the 7-DoF robotic arm for docking a micr…

cs.RO2024

Vision and Contact based Optimal Control for Autonomous Trocar Docking

Christopher E. Mower, Martin Huber, Huanyu Tian +4

Future operating theatres will be equipped with robots to perform various surgical tasks including, for example, endoscope control. Human-in-the-loop supervisory control architectu…