Use of a 3D Model for Automatic Generation of Template Matching Algorithms
Use of a 3D Model for Automatic Generation of Template Matching Algorithms
Author(s): Marek Kočiško, Martin Pollák, Juraj KundríkSubject(s): ICT Information and Communications Technologies
Published by: UIKTEN - Association for Information Communication Technology Education and Science
Keywords: computer vision; template matching; digital twin; quality control; artificial intelligence
Summary/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.
Journal: TEM Journal
- Issue Year: 10/2021
- Issue No: 3
- Page Range: 1363-1369
- Page Count: 7
- Language: English
