J Zhang, Y Yao, B Deng - IEEE Transactions on Pattern …, 2021 - ieeexplore.ieee.org
The iterative closest point (ICP) algorithm and its variants are a fundamental technique for rigid registration between two point sets, with wide applications in different areas from …
We propose a new large-scale database containing grasps that are applied to a large set of objects from numerous categories. These grasps are generated in simulation and are …
TE Lee, J Tremblay, T To, J Cheng… - … on Robotics and …, 2020 - ieeexplore.ieee.org
We present an approach for estimating the pose of an external camera with respect to a robot using a single RGB image of the robot. The image is processed by a deep neural …
We introduce P2P-NET, a general-purpose deep neural network which learns geometric transformations between point-based shape representations from two domains, eg, meso …
X Feng, W Huang, W Xu, H Wang - ACM Transactions on Graphics (TOG), 2022 - dl.acm.org
Real-world fabrics often possess complicated nonlinear, anisotropic bending stiffness properties. Measuring the physical parameters of such properties for physics-based …
We introduce RoboPose, a method to estimate the joint angles and the 6D camera-to-robot pose of a known articulated robot from a single RGB image. This is an important problem to …
We introduce RPM-Net, a deep learning-based approach which simultaneously infers movable parts and hallucinates their motions from a single, un-segmented, and possibly …
J Lu, F Richter, MC Yip - … of the IEEE/CVF Conference on …, 2023 - openaccess.thecvf.com
Solving the camera-to-robot pose is a fundamental requirement for vision-based robot control, and is a process that takes considerable effort and cares to make accurate …