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Repair Methods of Complex Holes in a Three-Dimensional Model Based on Variation Level Set

机译:基于变化水平集的三维模型中复杂孔的修复方法

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摘要

With regard to the numerous complex holes that accompany a three-dimensional (3D) model reconstruction, a hole-repair method is proposed in this paper. First, signed distance function (SDF) is constructed, and the curved surface where the hole is positioned is expressed by a static SDF. Another dynamic SDF is used to express the initial curved surface. Using a variation level set on implicit surfaces, we introduce a global convex optimization energy model to perform minimum inducement, thus turning the problem of extracting the hole edge into a problem of spherical evolution of a hidden surface. Finally, we consider the extracted hole-edge surface as the initial observation surface and complete the hole repair using convolution and synthesis. The experiment shows that this algorithm can effectively restore notable geometrical features of areas with complex holes and can repair the holes in a model with many grids.
机译:针对伴随三维(3D)模型重建的众多复杂孔,本文提出了一种孔修复方法。首先,构造符号距离函数(SDF),并以静态SDF表示孔所在的曲面。另一个动态SDF用于表示初始曲面。使用在隐含表面上设置的变化水平,我们引入了全局凸优化能量模型以执行最小诱导,从而将提取孔边缘的问题变成了隐藏表面的球形演化问题。最后,我们将提取的孔边缘表面视为初始观察表面,并使用卷积和合成完成孔修复。实验表明,该算法可以有效地恢复具有复杂孔洞区域的显着几何特征,并且可以修复具有多个网格的模型中的孔洞。

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