Video-based Surgical Tool-tip and Keypoint Tracking using Multi-frame Context-driven Deep Learning Models

Bhargav Ghanekar, Lianne R. Johnson, Jacob L. Laughlin +2

Automated tracking of surgical tool keypoints in robotic surgery videos is an essential task for various downstream use cases such as skill assessment, expertise assessment, and th…