Suturing Needle Tracking and Pose Estimation in Simulation

Overview

Development of deep learning approaches for real-time markerless suturing needle tracking and 6D pose estimation in simulation.

Key Contributions

• Develop a novel deep learning approach for real-time markerless suturing needle 6D pose estimation in simulation, achieving median errors of 1.4 mm and 2.9 degrees