Cubic q-Bézier Triangular Patch for Scattered Data Interpolation and Its Algorithm

This paper presents an approach to scattered data interpolation using q-Bézier triangular patches via an efficient algorithm. While existing studies have formed q-Bézier triangular patches through convex combination, their application to scattered data interpolation has not been previously explored. Therefore, this study aims to extend the use of q-Bézier triangular patches to scattered data interpolation by achieving C1 continuity throughout the data points. We test the proposed scheme using both established data points and real-life engineering problems. We compared the performance of the proposed interpolation scheme with a well-known existing scheme by varying the q parameter. The comparison was based on visualization and error analysis. Numerical and graphical results were generated using MATLAB. The findings indicate that the proposed scheme outperforms the existing scheme, demonstrating a higher coefficient of determination (R2), smaller root mean square error (RMSE), and faster central processing unit (CPU) time. These results highlight the potential of the proposed q-Bézier triangular patches scheme for more accurate and reliable scattered data interpolation via the proposed algorithm.

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Publication Details

Journal
Algorithms
Published
2024-09-23
DOI
https://doi.org/10.3390/a17090422
Citations
4
Primary Topic
Advanced Numerical Analysis Techniques
Type
article
Field-Weighted Citation Impact
1.50
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article

Cubic q-Bézier Triangular Patch for Scattered Data Interpolation and Its Algorithm

Owen Tamin, Samsul Ariffin Abdul Karim
4 citations
Algorithms
Advanced Numerical Analysis Techniques
1.50
article

Cubic q-Bézier Triangular Patch for Scattered Data Interpolation and Its Algorithm

Owen Tamin, Samsul Ariffin Abdul Karim
article en
4 citations

Abstract

This paper presents an approach to scattered data interpolation using q-Bézier triangular patches via an efficient algorithm. While existing studies have formed q-Bézier triangular patches through convex combination, their application to scattered data interpolation has not been previously explored. Therefore, this study aims to extend the use of q-Bézier triangular patches to scattered data interpolation by achieving C1 continuity throughout the data points. We test the proposed scheme using both established data points and real-life engineering problems. We compared the performance of the proposed interpolation scheme with a well-known existing scheme by varying the q parameter. The comparison was based on visualization and error analysis. Numerical and graphical results were generated using MATLAB. The findings indicate that the proposed scheme outperforms the existing scheme, demonstrating a higher coefficient of determination (R2), smaller root mean square error (RMSE), and faster central processing unit (CPU) time. These results highlight the potential of the proposed q-Bézier triangular patches scheme for more accurate and reliable scattered data interpolation via the proposed algorithm.

AlgorithmsVol. 17(9)
Universiti of Malaysia Sabah (MY), Northern University of Malaysia (MY)
Openalex Percentile: Top 20%
Advanced Numerical Analysis Techniques
1.50
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Cubic q-Bézier Triangular Patch for Scattered Data Interpolation and Its Algorithm — Owen Tamin, Samsul Ariffin Abdul Karim · Algorithms (2024) | TGRS Research Map | TGRS