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Visual Quality Control in Heat Shrink Tubing
Barth, Alexander ; Herpers, Rainer ; Greßnich, Markus
The 5th International Conference on Computer Vision Systems, 2007
Bielefeld, 21. - 24. März 2007
Abstract:
In this contribution a machine vision inspection system is presented which is designed as a length measuring sensor. It is developed to be applied to a range of heat shrink tubes, varying in length, diameter and color. The challenges of this task were the precision and accuracy demands as well as the real-time applicability of the entire approach since it should be realized in regular industrial line production. In production, heat shrink tubes are cut to specific sizes from a continuous tube. A multi-measurement strategy has been developed, which measures each individual tube segment several times with sub pixel accuracy while being in the visual field. The developed approach allows for a contact-free and fully automatic control of 100% of produced heat shrink tubes according to the given requirements with a measuring precision of 0.1mm. Depending on the color, length and diameter of the tubes considered, a true positive rate of 99.99% to 100% has been reached at a true negative rate of > 99.7.
| Keywords: |
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heat shrink tubes, automation, measurement, machine vision |
| Institution: |
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Faculty of Technology, Research Groups in Informatics |
| DDC classification: |
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Data processing, computer science, computer systems |
Suggested Citation:
Barth, Alexander ; Herpers, Rainer ; Greßnich, Markus (2007) Visual Quality Control in Heat Shrink Tubing.
The 5th International Conference on Computer Vision Systems, 2007
URL:
http://biecoll.ub.uni-bielefeld.de/volltexte/2007/66
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