40 citations · 41 across the 7 of their papers we have counts for
7 papers
TrackAgent: 6D Object Tracking via Reinforcement Learning
Konstantin Röhrl, Dominik Bauer, Timothy Patten +1
Tracking an object's 6D pose, while either the object itself or the observing camera is moving, is important for many robotics and augmented reality applications. While exploiting…
Challenges for Monocular 6D Object Pose Estimation in Robotics
Stefan Thalhammer, Dominik Bauer, Peter Hönig +3
Object pose estimation is a core perception task that enables, for example, object grasping and scene understanding. The widely available, inexpensive and high-resolution RGB senso…
Designing Anthropomorphic Soft Hands through Interaction
Pragna Mannam, Kenneth Shaw, Dominik Bauer +3
Modeling and simulating soft robot hands can aid in design iteration for complex and high degree-of-freedom (DoF) morphologies. This can be further supplemented by iterating on the…
SporeAgent: Reinforced Scene-level Plausibility for Object Pose Refinement
Dominik Bauer, Timothy Patten, Markus Vincze
Observational noise, inaccurate segmentation and ambiguity due to symmetry and occlusion lead to inaccurate object pose estimates. While depth- and RGB-based pose refinement approa…
Towards Very Low-Cost Iterative Prototyping for Fully Printable Dexterous Soft Robotic Hands
Dominik Bauer, Cornelia Bauer, Arjun Lakshmipathy +2
The design and fabrication of soft robot hands is still a time-consuming and difficult process. Advances in rapid prototyping have accelerated the fabrication process significantly…
ReAgent: Point Cloud Registration using Imitation and Reinforcement Learning
Dominik Bauer, Timothy Patten, Markus Vincze
Point cloud registration is a common step in many 3D computer vision tasks such as object pose estimation, where a 3D model is aligned to an observation. Classical registration met…
VeREFINE: Integrating Object Pose Verification with Physics-guided Iterative Refinement
Dominik Bauer, Timothy Patten, Markus Vincze
Accurate and robust object pose estimation for robotics applications requires verification and refinement steps. In this work, we propose to integrate hypotheses verification with…