计算机科学 ›› 2024, Vol. 51 ›› Issue (1): 207-214.doi: 10.11896/jsjkx.230700116

• 计算机图形学&多媒体 • 上一篇    下一篇

逼近误差有界的相容性高阶网格生成

张文祥, 郭佳鹏, 傅孝明   

  1. 中国科学技术大学数学科学学院 合肥230000
  • 收稿日期:2023-07-17 修回日期:2023-09-18 出版日期:2024-01-15 发布日期:2024-01-12
  • 通讯作者: 傅孝明(fuxm@ustc.edu.cn)
  • 作者简介:(zwx111@mail.ustc.edu.cn)
  • 基金资助:
    国家自然科学基金(62272429)

Error-bounded Compatible High-order Remeshing

ZHANG Wenxiang, GUO Jiapeng, FU Xiaoming   

  1. School of Mathematical Sciences,University of Science and Technology of China,Hefei 230000,China
  • Received:2023-07-17 Revised:2023-09-18 Online:2024-01-15 Published:2024-01-12
  • About author:ZHANG Wenxiang,born in 1997,postgraduate.His main research interests include geometric processing and computer graphics.
    FU Xiaoming,born in 1988,Ph.D,associate professor.His main research inte-rests include geometric processing and computer-aided geometric design.
  • Supported by:
    National Natural Science Foundation of China(62272429).

摘要: 文中提出了一种构造逼近误差有界的高质量相容性高阶网格的方法。给定两个定向的、拓扑同构的三角形网格和一组稀疏的对应点,此方法包含两个步骤:(1)生成满足误差有界的相容性高阶网格;(2)在确保逼近误差总是有界的前提下,降低网格的几何复杂度,并在该过程中通过优化控制顶点来降低相容性网格之间的扭曲以及与原始网格之间的几何近似误差。第一步先生成满足误差有界的相容性线性网格,然后升阶为高阶网格。第二步通过迭代地执行基于边长的重新网格化和增加相容性目标边长场,有效地降低了网格几何复杂度。从切空间的角度,推导出了3DBézier三角形之间映射的雅可比矩阵,从而可以有效地优化扭曲能量。通过对扭曲能量和几何近似误差能量的优化,有效地降低了相容性网格之间的扭曲以及相容性网格与原始网格之间的几何近似误差。通过大量实验,证明了此方法对于构造误差有界的高质量相容性高阶网格的有效性和实用性。

关键词: 相容性网格, 高阶网格, 近似误差有界, Hausdorff距离, 高质量网格, 低网格复杂度

Abstract: This paper proposes a method to construct high-quality and compatible high-order surface meshes with bounded approximation errors.Given two closed,oriented,and topologically equivalent surfaces and a sparse set of corresponding landmarks,the proposed method contains two steps:(1)generate compatible high-order meshes with bounded approximation errors and(2)reduce mesh complexity while ensuring that approximation errors are always bounded,and reduce the distortion between the compatible meshes and approximation errors with the original meshes by optimizing the control vertices.The first step is to generate compatible linear meshes with bounded approximation errors,and then upgrade them to high-order meshes.In the second step,the mesh complexity is effectively reduced by iteratively performing an edge-based remeshing and increasing the compatible target edge lengths.The Jacobian matrix of the mapping between 3D Bézier triangles is derived from tangent space,so that the distortion energy can be effectively optimized.By optimizing the distortion energy and approximation errors energy,the distortion between compatible meshes and approximation errors are effectively reduced.Tests on various pairs of complex models demonstrate the efficacy and practicability of our method for constructing high-quality compatible high-order meshes with bounded approximation errors.

Key words: Compatible mesh, High-order mesh, Bounded approximation errors, Hausdorff distance, High-quality mesh, Low mesh complexity

中图分类号: 

  • TP391
[1]YANG Y,ZHANG W X,LIU Y,et al.Error-bounded compatible remeshing[J].ACM Transactionson Graphics(TOG),2020,39(4):113:1-113:15.
[2]YANG J,LIU S,CHAI S,et al.Precise High-order Meshing of 2D Domains with Rational Bézier Curves[J].Computer Graphics Forum:Journal of the European Association for Computer Graphics,2022,41(5):79-88.
[3]LIU Z Y,SU J P,LIU H,et al.Error-bounded edge-basedremeshing of high-order tetrahedral meshes[J].Computer-Aided Design,2021,139:103080.
[4]FENG L,ALLIEZ P,BUSÉ L,et al.Curved optimal delaunaytriangulation[J].ACM Transactions on Graphics,2018,37(4):1-16.
[5]DUNYACH M,VANDERHAEGHE D,BARTHE L,et al.Adaptive remeshing for real-time mesh deformation[C]//Eurographics 2013.The Eurographics Association,2013.
[6]LI X,IYENGAR S S.On computing mapping of 3d objects:A survey[J].ACM Computing Surveys(CSUR),2014,47(2):1-45.
[7]HU X,FU X M,LIU L.Advanced hierarchical spherical parameterizations[J].IEEE Transactionson Visualization and Computer Graphics,2017,24(6):1930-1941.
[8]KWOK T H,ZHANG Y,WANG C C L.Efficient optimization of common base domains for cross parameterization[J].IEEE Transactions on Visualization and Computer Graphics,2011,18(10):1678-1692.
[9]AIGERMAN N,LIPMAN Y.Hyperbolic orbifold tutte embeddings[J].ACM Transactions on Graphics(TOG),2016,35(6):217:1-217:14.
[10]SCHMIDT P,BORN J,CAMPEN M,et al.Distortion-minimizing injective maps between surfaces[J].ACM Transactions on Graphics(TOG),2019,38(6):1-15.
[11]PRAUN E,SWELDENS W,SCHRÖDER P.Consistent mesh parameterizations[C]//Proceedings of the 28th Annual Confe-rence on Computer Graphics and Interactive Techniques.2001:179-184.
[12]EZUZ D,SOLOMON J,BEN-CHEN M.Reversible harmonicmaps between discretesurfaces[J].ACM Transactions on Graphics(TOG),2019,38(2):1-12.
[13]YANG Y,FU X M,CHAI S,et al.Volume-enhanced compatible remeshing of 3D models[J].IEEE Transactions on Visualization and Computer Graphics,2018,25(10):2999-3010.
[14]SCHNEIDER T,PANOZZO D,ZHOU X.Isogeometric high order mesh generation[J].Computer Methods in Applied Me-chanics and Engineering,2021,386:114104.
[15]MANDAD M,CAMPEN M.Bézier guarding:precise higher-order meshing of curved 2D domains[J].ACM Transactions on Graphics(TOG),2020,39(4):103:1-103:15.
[16]XIE Z Q,SEVILLA R,HASSAN O,et al.The generation of arbitrary order curved meshes for 3D finite element analysis[J].Computational Mechanics,2013,51:361-374.
[17]PERSSON P O,PERAIRE J.Curved mesh generation and mesh refinement using Lagrangian solid mechanics[C]//47th AIAA Aerospace Sciences Meeting Including the New Horizons Forum and Aerospace Exposition.2009.
[18]MOXEY D,EKELSCHOT D,KESKIN Ü,et al.High-order curvilinear meshing using a thermo-elastic analogy[J].Computer-Aided Design,2016,72:130-139.
[19]BARGTEIL A W,COHEN E.Animation of deformable bodies with quadratic Bézier finite elements[J].ACM Transactions on Graphics(TOG),2014,33(3):1-10.
[20]MEZGER J,THOMASZEWSKI B,PABST S,et al.Interactive physically-based shape editing[C]//Proceedings of the 2008 ACM symposium on Solid and physical modeling.2008:79-89.
[21]FAURE F,GILLES B,BOUSQUET G,et al.Sparse meshless models of complex deformable solids[J].ACM Transactions on Graphics(TOG),2011,30(4):1-10.
[22]JAMESON A,ALONSO J,MCMULLEN M.Application of anon-linear frequency domain solver to the Euler and Navier-Stokes equations[C]//40th AIAA Aerospace Sciences Meeting &Exhibit.2002.
[23]LUO X,SHEPHARD M S,REMACLE J F.The influence ofgeometric approximation on the accuracy of high order methods[R].Rensselaer SCOREC Report,2001.
[24]FERGUSON Z,JAIN P,ZORIN D,et al.High-Order Incremental Potential Contact for Elastodynamic Simulation on Curved Meshes[J].arXiv:2205.13727,2022.
[25]WITHERDEN F D,VINCENT P E.On the identification ofsymmetric quadrature rules for finite element methods[J].Computers & Mathematics with Applications,2015,69(10):1232-1241.
[26]JORGE N,STEPHEN J W.Numerical optimization[M].Spinger,2006.
[27]SMITH B,GOES F D,KIM T.Analytic eigensystems for isotropic distortion energies[J].ACM Transactions on Graphics(TOG),2019,38(1):1-15.
[28]CIGNONI P,ROCCHINI C,SCOPIGNO R.Metro:measuringerror on simplified surfaces[J].Computer Graphics Forum,1998,17(2):167-174.
[29]FU X M,LIU Y,GUO B.Computing locally injective mappings by advanced MIPS[J].ACM Transactions on Graphics(TOG),2015,34(4):1-12.
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