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Dustin Aganian

3 accepted papers

2023

A Little Bit Attention Is All You Need for Person Re-Identification

ICRA 2023poster

Person re-identification plays a key role in applications where a mobile robot needs to track its users over a long period of time, even if they are partially unobserved for some time, in order to follow them or be available on demand. In this context, deep-learning-based real-time feature extractio…

Cited by 6SourceScholar
2023

ATTACH Dataset: Annotated Two-Handed Assembly Actions for Human Action Understanding

ICRA 2023poster

With the emergence of collaborative robots (cobots), human-robot collaboration in industrial manufacturing is coming into focus. For a cobot to act autonomously and as an assistant, it must understand human actions during assembly. To effectively train models for this task, a dataset containing suit…

Cited by 14SourceScholar
2022

On the Importance of Label Encoding and Uncertainty Estimation for Robotic Grasp Detection

IROS 2022poster

Automated grasping of arbitrary objects is an essential skill for many applications such as smart manufacturing and human robot interaction. This makes grasp detection a vital skill for automated robotic systems. Recent work in model-free grasp detection uses point cloud data as input and typically…

Cited by 4SourceScholar