INTEGRATED RECOGNITION OF TEXTURE'S IMAGES OF WORN SURFACES AND DAMAGED CUTTING TOOLS

  • Оксана Юріївна Бабілунга Odessa National Polytechnic University
  • Олександр Георгійович Дерев'янченко Odessa National Polytechnic University

Abstract

Algorithms to the formation of descriptions of texture images, based on the construction of co-occurrence matrices, Fourier analysis of the energy spectrum and Markov random fields were considered. A comparative analysis of algorithms for the implementation of statistical and spectral approaches with the recognition of surfaces worn or damaged cutting tools was performed. Recommendations for parameter setting and the joint application of the considered algorithms were given. Accuracy of recognition was improved.

Author Biographies

Оксана Юріївна Бабілунга, Odessa National Polytechnic University

Candidate of Technical Sciences, Associate Professor

Олександр Георгійович Дерев'янченко, Odessa National Polytechnic University

Doctor of Technical Sciences, head. the chair

Published
2019-02-22
How to Cite
Бабілунга, О., & Дерев’янченко, О. (2019). INTEGRATED RECOGNITION OF TEXTURE’S IMAGES OF WORN SURFACES AND DAMAGED CUTTING TOOLS. Electrotechnic and Computer Systems, (7(83), 137-142. Retrieved from http://eltecs.opu.ua/index.php/journal/article/view/1211
Section
Information systems and technologies

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