Learning to localize, grasp, and hand over unmodified surgical needles
Robotic Surgical Assistants (RSAs) are commonly used to perform minimally invasive
surgeries by expert surgeons. However, long procedures filled with tedious and repetitive …
surgeries by expert surgeons. However, long procedures filled with tedious and repetitive …
Markerless suture needle tracking from a robotic endoscope based on deep learning
Advancements in robot-assisted surgery have been rapidly growing since two decades ago.
More recently, the automation of robotic surgical tasks has become the focus of research. In …
More recently, the automation of robotic surgical tasks has become the focus of research. In …
STITCH: Augmented Dexterity for Suture Throws Including Thread Coordination and Handoffs
We present STITCH: an augmented dexterity pipeline that performs Suture Throws Including
Thread Coordination and Handoffs. STITCH iteratively performs needle insertion, thread …
Thread Coordination and Handoffs. STITCH iteratively performs needle insertion, thread …
Real-time constrained 6d object-pose tracking of an in-hand suture needle for minimally invasive robotic surgery
Autonomous suturing has been a long-sought-after goal for surgical robotics. Outside of
staged environments, accurate localization of suture needles is a critical foundation for …
staged environments, accurate localization of suture needles is a critical foundation for …
Robust Surgical Tool Tracking with Pixel-based Probabilities for Projected Geometric Primitives
Controlling robotic manipulators via visual feedback requires a known coordinate frame
transformation between the robot and the camera. Uncertainties in mechanical systems as …
transformation between the robot and the camera. Uncertainties in mechanical systems as …
Suturing Tasks Automation Based on Skills Learned From Demonstrations: A Simulation Study
In this work, we develop an open-source surgical simulation environment that includes a
realistic model obtained by MRI-scanning a physical phantom, for the purpose of training …
realistic model obtained by MRI-scanning a physical phantom, for the purpose of training …
Suture looping task pose planner in a constrained surgical environment
JRU Roldan, D Milutinović - Journal of Intelligent & Robotic Systems, 2022 - Springer
We present a task pose planner for a robustly safe automation of suture looping tasks in
robotic assisted minimally invasive surgery (RAMIS). Our approach uses pre-planned spiral …
robotic assisted minimally invasive surgery (RAMIS). Our approach uses pre-planned spiral …
On the Monocular 3D Pose Estimation for Arbitrary Shaped Needle in Dynamic Scenes: An Efficient Visual Learning and Geometry Modeling Approach
Image-guided needle pose estimation is crucial for robotic autonomous suturing, but it poses
significant challenges due to the needle's slender visual projection and dynamic surgical …
significant challenges due to the needle's slender visual projection and dynamic surgical …
Next-generation Surgical Navigation: Marker-less Multi-view 6DoF Pose Estimation of Surgical Instruments
State-of-the-art research of traditional computer vision is increasingly leveraged in the
surgical domain. A particular focus in computer-assisted surgery is to replace marker-based …
surgical domain. A particular focus in computer-assisted surgery is to replace marker-based …
SURESTEP: An Uncertainty-Aware Trajectory Optimization Framework to Enhance Visual Tool Tracking for Robust Surgical Automation
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 acuity of …
tasks. Imprecise robot kinematics and noisy observations caused by the poor visual acuity of …