| Title: | Model-based tracking on conveyor belts: Evaluation and practical results in the automotive industry |
| Authors: | Scheer, Fabian Loos, Moritz Neumann, Markus |
| Citation: | WSCG 2021: full papers proceedings: 29. International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision, p. 161-170. |
| Issue Date: | 2021 |
| Publisher: | Václav Skala - UNION Agency |
| Document type: | conferenceObject konferenční příspěvky |
| URI: | http://hdl.handle.net/11025/45021 |
| ISBN: | 978-80-86943-34-3 |
| ISSN: | 2464-4617 2464–4625(CD/DVD) |
| Keywords: | aplikace;hodnocení;modelové sledování;synchronizace s dopravníkem;robotická výrobní linka;lakovaná auta |
| Keywords in different language: | application;evaluation;model-based tracking;coated cars;synchronizationto conveyor;robotic production line |
| Abstract in different language: | Model based tracking (MBT) of painted cars in the automotive mass production on conveyor belts with robots is a challenging task. Manydisturbing sources that have an impact on the MBTexist, like the influence of the localized work illumination, the synchronization of the MBTto the conveyor belt, reflections in the paint, variants of the cars and the complexity of the used CAD models. By having such complex systems the mere assessment of the accuracy and stability of MBT approaches by literature can be hard. A real world application is necessary for a better understanding. Therefore, we present the evaluation of MBT for a robotic gap measurement system onpainted cars. The influence of local lighting and car paint is analysed in detail regarding the MBT accuracy. To reduce complexity considering the car variants on a production line,we evaluated the MBT with different model setups and show the influence on the MBTresults. Regarding MBT in a complex calibrated system that runs twenty-four-seven, a broken or slightly displaced camera should not have a huge impact like a loss of production. For this reason,we present a method to exchange a camera within minutes andwithout a loss of the overall accuracy. The method relies on a separate test specimen and isevaluated in detail. The presented evaluations can help researchers and the industry to better understand and assess the influence and correlations of different error sources or disturbing factors for the usage of MBT in complex conveyor belt based robotic applications. |
| Rights: | © Václav Skala - UNION Agency |
| Appears in Collections: | WSCG 2021: Full Papers Proceedings |
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