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数字几何处理中Laplace-Beltrami算子的离散化理论与应用研究综述

Recent Progress in the Laplace-Beltrami Operator and Its Applications to Digital Geometry Processing

  • 摘要: 数字几何处理的主要研究对象是三维空间中的二维曲面,Laplace-Beltrami算子是定义在黎曼流形上的微分算子,其在网格曲面上的离散形式在三维模型分析等应用中具有重要作用,是一类基本的几何工具.不同的离散方法具有不同的数学性质,所适用的应用场景也不相同.文中对Laplace-Beltrami算子的离散化理论与应用进行综述,希望能够使读者对该算子的功能有基本了解,对数字几何处理的最新研究进展有进一步的认识,并对未来的研究方向及应用前景有所启发.

     

    Abstract: Digital geometry processing focus on 2-dimensional surfaces in 3-dimentional space.Laplace-Beltrami operator is a differential operator defined on Riemannian manifolds.Discrete Laplace-Beltrami operator is a useful tool in applications such as 3-dimentional model analysis.Diverse methods of discretization lead to distinct mathematical properties related to the applications they aim at respectively.This paper provides a survey on theory and application of discrete Laplace-Beltrami operator.We hope this paper can provide some help for researchers to learn how Laplace-Beltrami operator works in digital geometry processing with in-depth understanding and identify possible directions for further research and new applications.

     

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