Search Results for author: Dustin Aganian

Found 4 papers, 0 papers with code

Fusing Hand and Body Skeletons for Human Action Recognition in Assembly

no code implementations18 Jul 2023 Dustin Aganian, Mona Köhler, Benedict Stephan, Markus Eisenbach, Horst-Michael Gross

As collaborative robots (cobots) continue to gain popularity in industrial manufacturing, effective human-robot collaboration becomes crucial.

Action Recognition Temporal Action Localization

How Object Information Improves Skeleton-based Human Action Recognition in Assembly Tasks

no code implementations9 Jun 2023 Dustin Aganian, Mona Köhler, Sebastian Baake, Markus Eisenbach, Horst-Michael Gross

Our research sheds light on the benefits of combining skeleton joints with object information for human action recognition in assembly tasks.

Action Classification Action Recognition +5

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

no code implementations28 Feb 2023 Markus Eisenbach, Jannik Lübberstedt, Dustin Aganian, Horst-Michael Gross

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.

Neural Architecture Search Person Re-Identification

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