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Vol.10, No.3, August 2021. ISSN: 2217-8309 eISSN: 2217-8333
TEM Journal
TECHNOLOGY, EDUCATION, MANAGEMENT, INFORMATICS Association for Information Communication Technology Education and Science |
Use of a 3D Model for Automatic Generation of Template Matching Algorithms
Marek Kočiško, Martin Pollák, Juraj Kundrík
© 2021 Marek Kočiško, published by UIKTEN. This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License. (CC BY-NC-ND 4.0)
Citation Information: TEM Journal. Volume 10, Issue 3, Pages 1363-1369, ISSN 2217-8309, DOI: 10.18421/TEM103-45, August 2021.
Received: 15 July 2021. Revised: 10 August 2021.
Abstract:
This paper deals with the current topic of computer vision which is used in quality control, accurate measurement or robot guidance. Templates are a key component of template matching algorithms. Creating them is a complex and demanding process. The authors of the paper try to describe the possibilities of automated template generation from information that is already available about the product. A digital version in the CAD system exists of virtually every product nowadays. An experiment has shown that with the use of this information, it is possible to create a template that will replace templates created through standard procedures.
Keywords : computer vision, template matching, digital twin, quality control, artificial intelligence. |
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