Capturing forceful interaction with deformable objects using a deep learning-powered stretchable tactile array

C Jiang, W Xu, Y Li, Z Yu, L Wang, X Hu, Z Xie… - Nature …, 2024 - nature.com
Capturing forceful interaction with deformable objects during manipulation benefits
applications like virtual reality, telemedicine, and robotics. Replicating full hand-object states …

Robust surgical tool tracking with pixel-based probabilities for projected geometric primitives

C D'Ambrosia, F Richter, ZY Chiu… - … on Robotics and …, 2024 - ieeexplore.ieee.org
Controlling robotic manipulators via visual feedback requires a known coordinate frame
transformation between the robot and the camera. Uncertainties in mechanical systems as …

Autonomous Image-to-Grasp Robotic Suturing Using Reliability-Driven Suture Thread Reconstruction

N Joglekar, F Liu, F Richter, MC Yip - arXiv preprint arXiv:2408.16938, 2024 - arxiv.org
Automating suturing during robotically-assisted surgery reduces the burden on the operating
surgeon, enabling them to focus on making higher-level decisions rather than fatiguing …

On the Monocular 3D Pose Estimation for Arbitrary Shaped Needle in Dynamic Scenes: An Efficient Visual Learning and Geometry Modeling Approach

B Li, B Lu, H Lin, Y Wang, F Zhong… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
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 …

SURESTEP: An Uncertainty-Aware Trajectory Optimization Framework to Enhance Visual Tool Tracking for Robust Surgical Automation

NU Shinde, ZY Chiu, F Richter, J Lim, Y Zhi… - arXiv preprint arXiv …, 2024 - arxiv.org
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 …

MEDiC: Autonomous Surgical Robotic Assistance to Maximizing Exposure for Dissection and Cautery

X Liang, CP Wang, NU Shinde, F Liu, F Richter… - arXiv preprint arXiv …, 2024 - arxiv.org
Surgical automation has the capability to improve the consistency of patient outcomes and
broaden access to advanced surgical care in underprivileged communities. Shared …