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Peter Pivonka

2 accepted papers

2024

Forward Prediction of Target Localization Failure Through Pose Estimation Artifact Modelling

RA-L 2024

For safety critical applications the ability of localization systems to self-assess their own performance and know when they are failing is as important as absolute accuracy. Previous methods have self-assessed current system performance, identifying failure after it occurs. We propose to instead pr

Cited by 0SourceScholar
2023

Pose Quality Prediction for Vision Guided Robotic Shoulder Arthroplasty

ICRA 2023poster

Surgical assistive robots offer the potential for drastically improved patient outcomes through more accurate, more repeatable surgical procedures like shoulder arthroplasty operations. Existing robotic systems typically rely on optical marker tracking and require invasive marker attachment for loca…

Cited by 3SourceScholar