Application of Textural Features in the Analysis of Breakstone Grading


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Abstract

Accuracy of breakstone grain-size analysis using digital images in the initial method and its modification based on algorithm proposed by D. Rubin is compared. A modification with averaging offeatures in all directions and the method with a classification feature represented by difference of intensity distribution functions of fragment projections are described. The results obtained using these methods in a series of tests on grading of five breakstone fractions measured in a certified laboratory. It is shown that the modified method by D. Rubin with averaging in all directions provides the highest accuracy.

About the authors

A. I. Makarov

Institute of Physics and Technology

Email: edmitr2007@mail.ru
Russian Federation, Petrozavodsk, 185910

V. A. Ermakov

Institute of Physics and Technology

Email: edmitr2007@mail.ru
Russian Federation, Petrozavodsk, 185910

D. A. Ekimov

Institute of Physics and Technology; Department of Multidisciplinary Scientific Research, Karelian Research Center

Author for correspondence.
Email: edmitr2007@mail.ru
Russian Federation, Petrozavodsk, 185910; Petrozavodsk, 185910

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