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3D impurity inspection of cylindrical transparent containers
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Kim Bjerge
3D impurity inspection of cylindrical transparent containers
Publikation: Bidrag til tidsskrift/Konferencebidrag i tidsskrift /Bidrag til avis › Tidsskriftartikel › Forskning › peer review
DOI
- https://doi.org/10.1088/1361-6501/28/1/017002
Forlagets udgivne version
- Mikkel Fly Kragh ,
- Kim Bjerge
- Peter Ahrendt
This paper presents a method for automatically detecting and three-dimensionally positioning particles based on sequences of 2D images of rotating cylindrical transparent containers. The method can be used in the manufacturing industry by distinguishing between particles residing inside or outside a closed container. A foreign particle on the inside is a cause of rejection, whereas a particle on the outside might represent harmless dirt. The proposed method detects, tracks and positions particles and classifies containers accordingly as either rejected or accepted. Experimental results have shown an accuracy of 85% on a test set of 20 containers and an average execution time per container of 1 s.
| Originalsprog | Engelsk |
|---|---|
| Artikelnummer | 017002 |
| Tidsskrift | Measurement Science and Technology |
| Vol/bind | 28 |
| Nummer | 1 |
| Antal sider | 5 |
| ISSN | 0957-0233 |
| DOI | |
| Status | Udgivet - 6 dec. 2016 |
- visual inspection, machine vision, impurity detection
Forskningsområder
Se relationer på Aarhus Universitet Citationsformater
ID: 106971209