Review article

The essence and applications of machine vision

Remigiusz Labudzki ; Faculty of Mechanical Engineering and Management Poznan, University of Technology, 3 Piotrowo Street, 60-965 Poznan, Poland
Stanislaw Legutko orcid.org/0000-0001-8973-5035 ; Faculty of Mechanical Engineering and Management Poznan, University of Technology, 3 Piotrowo Street, 60-965 Poznan, Poland
Pero Raos orcid.org/0000-0001-9263-1325 ; J. J. Strossmayer University of Osijek, Mechanical Engineering Faculty of Slavonski Brod, Trg Ivane Brlić-Mažuranić 2, HR-35000 Slavonski Brod, Croatia

Abstract

Machine vision (system vision) comprises using computer vision in industry. While computer vision is focused mainly on image processing at the level of hardware, machine vision most often requires the use of additional hardware I/O (input/output) and computer networks to transmit information generated by the other process components, such as a robot arm. One of the most common applications of machine vision is inspection of the products such as microprocessors, cars, food and pharmaceuticals. Machine vision systems are used increasingly to solve problems of industrial inspection, allowing for complete automation of the inspection process and to increase its accuracy and efficiency. In the case of manual inspection on the production line as well as in the case of application of machine vision systems, digital cameras, smart cameras and image processing software have been used. This paper presents the principle of image processing, the components of the system and possible applications of machine vision in the present.

Keywords

image processing; inspection; machine vision

Hrčak ID:

126088

URI

https://hrcak.srce.hr/126088

Publication date:

15.8.2014.

Article data in other languages: croatian

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