AI Article Synopsis

  • 3D triangular meshes are increasingly important in industries like manufacturing and digital entertainment due to their ability to represent real-world objects with detailed geometry and physical characteristics.
  • Anisotropic meshes are great for precise sharp-feature representation, while isotropic meshes provide numerical stability; the proposed method focuses on converting meshes to an adaptively isotropic form that retains curvature sensitivity and minimizes obtuse triangles.
  • Experimental results demonstrate that this remeshing approach successfully balances the preservation of geometric features with improvements in mesh quality, and the implementation code is available on GitHub.

Article Abstract

With the development of 3D digital geometry technology, 3D triangular meshes are becoming more useful and valuable in industrial manufacturing and digital entertainment. A high quality triangular mesh can be used to represent a real world object with geometric and physical characteristics. While anisotropic meshes have advantages of representing shapes with sharp features (such as trimmed surfaces) more efficiently and accurately, isotropic meshes allow more numerically stable computations. When there is no anisotropic mesh requirement, isotropic triangles are always a good choice. In this paper, we propose a remeshing method to convert an input mesh into an adaptively isotropic one based on a curvature smoothed field (CSF). With the help of the CSF, adaptively isotropic remeshing can retain the curvature sensitivity, which enables more geometric features to be kept, and avoid the occurrence of obtuse triangles in the remeshed model as much as possible. The remeshed triangles with locally isotropic property benefit various geometric processes such as neighbor-based feature extraction and analysis. The experimental results show that our method achieves better balance between geometric feature preservation and mesh quality improvement compared to peers. We provide the implementation codes of our resampling method at github.com/vvvwo/Adaptively-Isotropic-Remeshing.

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Source
http://dx.doi.org/10.1109/TVCG.2022.3227970DOI Listing

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