Project Details
Projekt
Perception of human (B04)
Subject Area
Image and Language Processing, Computer Graphics and Visualisation, Human Computer Interaction, Ubiquitous and Wearable Computing
Term
since 2024
Project identifier
Deutsche Forschungsgemeinschaft (DFG) - Project number 471687386
The subproject "Perception of Human" (B04) deals with video-based recognition in the context of manual disassembly/reassembly/assembly in the circular factory. The goal is to develop deep-learning-based methods that capture the current state of humans at a fine granular level (WP2), distinguish between known and unknown situations (WP3), and generalize to new sequences of actions with little training data (WP4). To train the models, an annotated database will be created in close collaboration with other project partners (AP5). Recognition pipelines for additional features (e.g., body pose) that are needed by other subprojects will also be developed.
DFG Programme
Collaborative Research Centres
Subproject of
SFB 1574:
A Circular Factory for the Perpetual Product
Applicant Institution
Karlsruher Institut für Technologie
