Application of computer vision to egg detection on a production line in real time
Ulaszewski, Maciej (Warsaw School of Computer Science)
Janowski, Robert (Warsaw School of Computer Science)
Janowski, Andrzej

Fecha:	2021
Resumen:	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.
Derechos:	Aquest document està subjecte a una llicència d'ús Creative Commons. Es permet la reproducció total o parcial, la distribució, i la comunicació pública de l'obra, sempre que no sigui amb finalitats comercials, i sempre que es reconegui l'autoria de l'obra original. No es permet la creació d'obres derivades.
Lengua:	Anglès
Documento:	Article ; recerca ; Versió publicada
Materia:	Computer vision ; OpenCV ; Neural networks ; Template matching ; Image analysis ; Applications
Publicado en:	ELCVIA. Electronic letters on computer vision and image analysis, Vol. 20 Núm. 2 (2021) , p. 113-143 (Regular Issue) , ISSN 1577-5097

Adreça original: https://elcvia.cvc.uab.cat/article/view/1390
Adreça alternativa: https://raco.cat/index.php/ELCVIA/article/view/980000000993
DOI: 10.5565/rev/elcvia.1390

31 p, 6.0 MB

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