On the use of the Discrete Fourier Transform in Subdivision Schemes

<p>The article is devoted to the development of the method of geometric modeling based on subdivision schemes and the application of this method to the parametric description of a surface or an area from a point cloud obtained by any method. To find the initial sequence of the scheme of subdivisions, the method of least squares is used, but its direct use is difficult due to the huge size of the matrices. Since subdivision schemes are based on sequence convolutions, a discrete Fourier transform is used to eliminate the matrix size problem, and the method of least squares is not the initial sequence itself, but its Fourier transform.</p>

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Publication Details

Journal
Modelling and Data Analysis
Published
2024-12-23
DOI
https://doi.org/10.17759/mda.2024140402
Primary Topic
Advanced Numerical Analysis Techniques
Type
article
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article

On the use of the Discrete Fourier Transform in Subdivision Schemes

Y. I. Bityukov, P.Y. Bityukov
Modelling and Data Analysis
Advanced Numerical Analysis Techniques
article

On the use of the Discrete Fourier Transform in Subdivision Schemes

Y. I. Bityukov, P.Y. Bityukov
article en

Abstract

<p>The article is devoted to the development of the method of geometric modeling based on subdivision schemes and the application of this method to the parametric description of a surface or an area from a point cloud obtained by any method. To find the initial sequence of the scheme of subdivisions, the method of least squares is used, but its direct use is difficult due to the huge size of the matrices. Since subdivision schemes are based on sequence convolutions, a discrete Fourier transform is used to eliminate the matrix size problem, and the method of least squares is not the initial sequence itself, but its Fourier transform.</p>

Modelling and Data AnalysisVol. 14(4)
Moscow Power Engineering Institute (RU), Moscow Aviation Institute (RU)
Openalex Percentile: Top 73%
Advanced Numerical Analysis Techniques
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