From digital image analysis to expert system: process identyfication of material structures
Author
Gądek-Moszczak, Aneta
Published in
METAL 2025 : 34ᵗʰ International Conference on Metallurgy and Materials : conference proceedings, May 21 - 23, 2025, Brno, Czech Republic, EU
Pages
206-211
Release date
2025
Language
English
ISSN
2694-9296
ISBN
978-80-88365-27-3
DOI
https://doi.org/10.37904/metal.2025.5125
Comments
34ᵗʰ International Conference on Metallurgy and Materials (METAL 2025), 2025, 21-05-2025 - 23-05-2025, Brno, Czechy
Keywords
Image processing, material structure geometry, expert system
Abstract
Digital image analysis in the study of geometric structures of machine parts and engineering materials is a complex issue that the author tries to systematize and generalize, treating it as a process. The article proposes a comprehensive approach independent of the observation scale, material type, and purpose of analysis. Key stages of analysis have been identified, from determining technological needs and the research goal to selecting the scale, devices, and methods of assessing the structures of the tested object based on digital images, which leads to obtaining results. The process approach proposed in the article, identification of key objects, their features, and mutual relations, will allow for creating an expert system that, regardless of the researcher's experience, will enable consulting in selecting the optimal research plan.
