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cs.RO2024★ 1 cited
JIGGLE: An Active Sensing Framework for Boundary Parameters Estimation in Deformable Surgical Environments
Nikhil Uday Shinde, Xiao Liang, Fei Liu +4
Surgical automation can improve the accessibility and consistency of life saving procedures. Most surgeries require separating layers of tissue to access the surgical site, and sut…
cs.RO2024
SURESTEP: An Uncertainty-Aware Trajectory Optimization Framework to Enhance Visual Tool Tracking for Robust Surgical Automation
Nikhil U. Shinde, Zih-Yun Chiu, Florian Richter +4
Inaccurate tool localization is one of the main reasons for failures in automating surgical tasks. Imprecise robot kinematics and noisy observations caused by the poor visual acuit…