Using Real and Artificial Images for Testing Vision Based Protective Devices

Autor:	Andrzej Grabowski
Rok vydání:	2013
Předmět:	Downtime Engineering Moving parts Vision based Machine vision business.industry ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION Testing vision Real image Range (mathematics) Computer vision Artificial intelligence Assembly line business
Zdroj:	Proceedings of the 1st IEEE/IIAE International Conference on Intelligent Systems and Image Processing 2013.
DOI:	10.12792/icisip2013.039
Popis:	In the paper the vision based system is presented. On the basis of images from two cameras the distance between man and moving parts of a machine is calculated and compared to the minimum acceptable. Experiments conducted using real and artificial images indicate that our system can work in a real time and detect successively dangerous situations. Results of performed experiments using real images show that the safety system works properly in different conditions typical for industrial environment, eg. for a wide range of illumination and rapid changes of illumination level. Tests based on artificial images of real assembly line show that application of vision based system can significantly decrease downtime.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_________::35fef76957350ed1cfbe95fa7e8b3598 https://doi.org/10.12792/icisip2013.039 Zobrazit plný text záznamu