Application of computer vision to egg detection on a production line in real time

In this paper we investigate the application of computer vision to the problem of egg detection on a production line in real-time. For this purpose a dedicated software was designed and implemented that exploited the advantages of neural networks or template matching approaches. To verify the correc...

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Veröffentlicht in:Electronic letters on computer vision and image analysis 2022-02, Vol.20 (2), p.113-143
Hauptverfasser: Ulaszewski, Maciej, Janowski, Robert, Janowski, Andrzej
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Sprache:eng
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Zusammenfassung:In this paper we investigate the application of computer vision to the problem of egg detection on a production line in real-time. For this purpose a dedicated software was designed and implemented that exploited the advantages of neural networks or template matching approaches. To verify the correctness of the developed software as well as to confirm its applicability to real life problems a number of carefully designed experiments have been carried out. These experiments let us reveal what approaches are best suited for supporting egg detection on a production line in real-time.
ISSN:1577-5097
1577-5097
DOI:10.5565/rev/elcvia.1390