Title
Capturing and interpreting human actions for programming robots in the production
Abstract
Human workers are the most flexible, but also an expensive resource in a production system. In the context of remanufacturing, robots are a cost-effective alternative, but their programming is often not profitable and time-consuming. Programming by demonstration promises a flexible and intuitive alternative that would be feasible even for non-experts, but this first requires capturing and interpreting the human actions. This work presents a multi-sensory robot-supported platform that enables capturing bimanual manipulation actions as well as human poses, hand and gaze movements during manual disassembly tasks. As part of a study, subjects were recorded on this platform during the disassembly of electric motors in order to obtain adequate datasets for the recognition and classification of human actions.
Year
DOI
Venue
2022
10.1515/auto-2022-0006
AT-AUTOMATISIERUNGSTECHNIK
Keywords
DocType
Volume
multi-sensory capturing of human actions, programming by demonstration, gaze estimation, gaze analysis, semantic video representations
Journal
70
Issue
ISSN
Citations 
6
0178-2312
0
PageRank 
References 
Authors
0.34
0
9