Vytvoření algoritmů optické kontroly kvality pro průmyslově zpracovávané dřevěné desky v programovacím prostředí LabVIEW

Abstract

The use of computer vision with a properly developed program in the inspection process brings a lot of advantages such as minimal errors and acceleration of the entire production process. The purpose of this work is to create optical quality control algorithms for industrially processed wood boards. The practical part of the work is programmed in the graphical programming environment LabVIEW. The work uses the technique of digital image processing. The program uses two classification algorithms SVM and k-NN. The work contains a comparison of these classification algorithms, as well as a comparison of the properties used for classification and the final evaluation of the created algorithms. In the theoretical part of the work is general description of the LabVIEW programming environment and library for working with images. Image processing with individual steps, including the most used algorithms.