no code implementations • 2 Jan 2021 • Sourav Garg, Niko Sünderhauf, Feras Dayoub, Douglas Morrison, Akansel Cosgun, Gustavo Carneiro, Qi Wu, Tat-Jun Chin, Ian Reid, Stephen Gould, Peter Corke, Michael Milford
In robotics and related research fields, the study of understanding is often referred to as semantics, which dictates what does the world "mean" to a robot, and is strongly tied to the question of how to represent that meaning.
1 code implementation • 3 Mar 2020 • Douglas Morrison, Peter Corke, Jürgen Leitner
We present the Evolved Grasping Analysis Dataset (EGAD), comprising over 2000 generated objects aimed at training and evaluating robotic visual grasp detection algorithms.
Robotic Grasping Robotics
3 code implementations • International Conference on Robotics and Automation (ICRA) 2019 • Douglas Morrison, Peter Corke, Jürgen Leitner
Camera viewpoint selection is an important aspect of visual grasp detection, especially in clutter where many occlusions are present.
Robotics
8 code implementations • Robotics: Science and Systems, 2018 2018 • Douglas Morrison, Peter Corke, Jürgen Leitner
This paper presents a real-time, object-independent grasp synthesis method which can be used for closed-loop grasping.
Ranked #6 on Robotic Grasping on Cornell Grasp Dataset
Robotics