Interpolating Triangular Meshes Using a Non-Uniform, Non-Stationary Loop Subdivision

This paper presents a novel non-uniform, non-stationary Loop subdivision that directly interpolates arbitrary initial triangular meshes. This subdivision is derived by assigning distinct parameters for “vertex-point” and “edge-point” generation within the stencils of a uniform, non-stationary Loop subdivision. This underlying uniform, non-stationary scheme is obtained based on a suitably chosen iterative process. Crucially, we derive the limit positions of the initial points under this non-uniform scheme and decrease the assigned parameters to a single shape parameter when interpolating the initial mesh. Compared with the existing methods interpolating the initial mesh using approximating subdivision, this new one achieves interpolation in finite steps and without any additional adjustment to the initial mesh or subdivision rules. Several numerical examples are given to show the scheme’s interpolation accuracy and shape control capabilities.

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Publication Details

Journal
Mathematics
Published
2025-09-04
DOI
https://doi.org/10.3390/math13172862
Primary Topic
Advanced Numerical Analysis Techniques
Type
article
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article

Interpolating Triangular Meshes Using a Non-Uniform, Non-Stationary Loop Subdivision

Baoxing Zhang, Huanxin Cao, Hongchan Zheng
Mathematics
Advanced Numerical Analysis Techniques
article

Interpolating Triangular Meshes Using a Non-Uniform, Non-Stationary Loop Subdivision

Baoxing Zhang, Huanxin Cao, Hongchan Zheng
article en

Abstract

This paper presents a novel non-uniform, non-stationary Loop subdivision that directly interpolates arbitrary initial triangular meshes. This subdivision is derived by assigning distinct parameters for “vertex-point” and “edge-point” generation within the stencils of a uniform, non-stationary Loop subdivision. This underlying uniform, non-stationary scheme is obtained based on a suitably chosen iterative process. Crucially, we derive the limit positions of the initial points under this non-uniform scheme and decrease the assigned parameters to a single shape parameter when interpolating the initial mesh. Compared with the existing methods interpolating the initial mesh using approximating subdivision, this new one achieves interpolation in finite steps and without any additional adjustment to the initial mesh or subdivision rules. Several numerical examples are given to show the scheme’s interpolation accuracy and shape control capabilities.

MathematicsVol. 13(17)
Xi'an University of Science and Technology (CN), Hebei University of Economics and Business (CN), Northwestern Polytechnical University (CN), Xi'an University of Technology (CN)
Openalex Percentile: Top 75%
Advanced Numerical Analysis Techniques
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