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Quality multi-domain meshing for volumetric data

机译:体积数据的高质量多域网格划分

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摘要

Multi-domain meshing from volumetric data is of great importance in many fields like medicine, biology and geology. This paper proposes a new approach to produce a high quality mesh with separated multiple domains. A point cloud is generated from a preliminary mesh representing the boundary between different domains from the discrete volumetric representation used as input. A higher-order level-set method is employed to produce a quality sub-mesh from this point cloud and geometric flow is used as smoothing mechanism. A new approach to detect and curate intersections within an assembly of these 2-manifold sub-meshes by utilizing the intermediate volumetric representation is developed. The separation between sub-meshes can be controlled by the user using a gap threshold parameter. The resulting high quality multi-domain mesh is free from self- and inter-domain intersections and can be further utilized in finite element and boundary element computations. The proposed pipeline has been efficiently implemented and sample meshes have been provided for visualization.
机译:来自体积数据的多域网格划分在医学,生物学和地质学等许多领域都非常重要。本文提出了一种新的方法来生产具有分离的多个域的高质量网格。根据代表输入的离散体积表示法,从代表不同域之间边界的初步网格生成点云。采用高阶水平集方法从该点云中生成高质量的子网格,并将几何流用作平滑机制。开发了一种通过利用中间体积表示法来检测和管理这些2流形子网格的集合中的相交的新方法。子网格之间的间隔可以由用户使用间隙阈值参数来控制。所得的高质量多域网格没有自域和域间的相交,并且可以进一步用于有限元和边界元计算中。拟议中的管道已得到有效实施,并提供了样本网格以进行可视化。

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