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Configuration and enablement of vision sensor solutions through a combined simulation based process chain
Citation Link: https://doi.org/10.15480/882.14876
Publikationstyp
Conference Paper
Date Issued
2021-03
Sprache
English
Institut
TORE-DOI
Start Page
313
End Page
324
Citation
6. MHI-Fachkolloquium 2021: 313-324
Contribution to Conference
Publisher DOI
Publisher
Springe
ISBN
978-3-030-74032-0
978-3-030-74031-3
Machine vision solutions can perform within a wide range of applications and are commonly used to verify the operation of production systems. They offer the potential to automatically record assembly states and derive information, but simultaneously require a high effort of planning, configuration and implementation. This generally leads to an iterative, expert based implementation with long process times and sets major barriers for many companies. Furthermore the implementation is task specific and needs to be repeated with every variation of product, environment or process. Therefore a novel concept of a simulation-based process chain for both—configuration and enablement—of machine vision systems is presented in this paper. It combines related work of sensor planning algorithms with new methods of training data generation and detailed task specific analysis for assembly applications.
Subjects
Synthetic data | Machine vision | Sensor planning | Object recognition
DDC Class
600: Technik
Publication version
publishedVersion
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Name
978-3-030-74032-0_26.pdf
Type
Main Article
Size
272.47 KB
Format
Adobe PDF