SurgPose: a Dataset for Articulated Robotic Surgical Tool Pose Estimation and Tracking

Published in IEEE Intl. Conf. on Robotics and Automation (ICRA), 2025

Overview

Dataset for surgical tool pose estimation and tracking, using fluorescent paints to annotate the keypoints of the tools.

Description
SurgPose Overview

Key Contributions

  • Employ invisible UV/IR dye for ground truth labeling, subsequently utilized to construct a novel dataset for markerless dVRK surgical instruments pose estimation and tracking

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