Research of the efficiency of application of technologies of wavelet analysis in the tasks of recognition of images
Journal Title: Modern Innovations, Systems and Technologies - Year 2021, Vol 1, Issue 1
Abstract
The work is devoted to the experimental comparison of the accuracy of classification methods on the problem of pattern recognition in images using wavelet analysis technologies and without. In particular, the interaction of the ring-projection wavelet-fractal method for identifying features with classical classification methods such as "Naive Bayes classifier" and "Support vector machines" is investigated. The experimental test results are given in the form of a table. As a result, it is established that the introduction of wavelet analysis into the construction of image classification models is justified, and leads to a relatively small but significant increase in the classification accuracy.
Authors and Affiliations
V. S. Maraev
Keywords
Related Articles
- EP ID EP706122
- DOI https://doi.org/10.47813/2782-2818-2021-1-1-23-28
- Views 147
- Downloads 0
Automation of the process of generating a set of manuals for families of operated objects
As part of this work, a method is proposed to automate the process of generating a set of operating manuals for families of operated objects. The desktop publishing system LuaLaTeX, which is freely distributed software,...
Effect of fiber composition on the physical and mechanical properties of shirt fabrics
This article shows ways to increase wear resistance and improve the quality of fabric by studying its structural parameters. To achieve this goal, research was carried out on the structure and physical and mechanical pro...
Modeling of fuzzy logic for control of the process of bacterial oxidation of concentrates in reactors with a mixer
The multiplicity of chemical, biological, technological parameters and the nonlinear dependence in the extraction of metals in bacterial oxidation media complicate the mathematical modeling of these systems. This study w...
Analysis of capabilities of fiber separation in the existing parameters of the teeth profile of a disc saw
The article covers the gripping capabilities of cotton fiber by tooth profiles of the disc saw. The working parameters between the teeth have been determined. The process of impact of cottonseeds on the saw teeth has bee...
Parameters of roll contact curves of two-roll modules
Analytical dependencies were obtained to calculate the lengths of roll contact curves, the lengths of the slip and no-slip zones, and angles that determine the position of the separation points of these zones. It was rev...