Musen Zhang

Deep Coarse-to-Fine Networks for Robust Segmentation and Pose Estimation of Surgical Suturing Threads

Autonomous suturing is a critical challenge in robot-assisted surgery, where accurate segmentation and pose estimation of suturing threads are essential prerequisites. However, suturing threads are easily occluded by moving instruments and embedded in deformable tissues which make the task much more