用于逆向工程的近似对称检测

B. Mills, F. Langbein, A. Marshall, Ralph Robert Martin
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引用次数: 54

摘要

作者正在开发一种自动化逆向工程系统,用于重建简单机械零件的形状。B-rep模型是通过将表面拟合到使用3D激光扫描仪扫描物体获得的点云来创建的。所得到的模型虽然有效,但通常不适合用于重新设计等目的,因为预期的规则和约束不存在。由于模型的每个面都是独立确定的,因此该信息会丢失。需要一种全局的方法,特别是能够发现最初存在的对称性的方法。本文描述了在由平面、球体、圆柱体、锥体和环面构成的合适的b -代表模型中寻找全局对称性的实用算法。它已被实现并用于在合理的时间内确定多达200个顶点的模型的近似对称性。在最坏情况下,该算法的时间性能以O(n 3.5 log4n)为界,并且给出了在普通工程对象上大约需要O(n2 log4n)的理由,使其成为在逆向工程包中使用的实用工具。给出了算法的细节,以及一些说明性测试运行的结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Approximate symmetry detection for reverse engineering
The authors are developing an automated reverse engineering system for reconstructing the shape of simple mechanical parts. B-rep models are created by fitting surfaces to point clouds obtained by scanning an object using a 3D laser scanner. The resulting models, although valid, are often not suitable for purposes such as redesign because expected regularities and constraints are not present. This information is lost because each face of the model is determined independently. A global approach is required, in particular one that is capable of finding symmetries originally present. This paper describes a practical algorithm for finding global symmetries in suitable B-rep models built from planes, spheres, cylinders, cones and tori. It has been implemented and used to determine approximate symmetries of models with up to about 200 vertices in reasonable time. The time performance of the algorithm in the worst case is bounded by O(n 3.5 log4 n), and a justification is given that on common engineering objects it takes about O(n2 log4 n), making it a practical tool for use in a reverse engineering package. Details of the algorithm are given, along with some results from a number of illustrative test runs.
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