直骨架的研究:abstract

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The straight skeleton is a geometric structure that is similar to generalized Voronoi diagrams. Straight skeletons were introduced to the field of computational geometry one and a half decades ago. Since then many industrial and academical applications emerged, such as the computation of mitered offset curves, automatic roof construction, solving fold-and-cut problems and the reconstruction of surfaces, to name the most prominent ones. However, there is a significant gap between the most efficient straight-skeleton algorithms and implementations, on one hand, and the best known lower runtime bounds on the other hand. The primary goal of this thesis is the development of an algorithm that is suitable for implementation and efficient in terms of time and space in order to make the advantages of straight skeletons available to real-world applications.

We start with investigations concerning upper and lower bounds on the number of socalled flip events that occur in the triangulation-based straight-skeleton algorithm by Aichholzer and Aurenhammer. In particular, we prove the existence of Steiner triangulations that are free of flip events. This result motivates a novel straight-skeleton algorithm for non-degenerate simple polygons that is based on the so-called motorcycle graph. In order to extend this algorithm to arbitrary planar straight-line graphs, we carefully generalize the motorcycle graph. This generalization leads to practical and theoretical applications: Firstly, we obtain an extension of the alternative characterization of straight skeletons by Cheng and Vigneron to planar straight-line graphs. Secondly, this characterization motivates a straight-skeleton algorithm that is based on 3D graphics hardware. Thirdly, the generalized motorcycle graph leads to a wavefront-type straight-skeleton algorithm for arbitrary planar straight-line graphs. Our algorithm is easy to implement, has a theoretical worstcase time complexity of $O(n^2 \log n)$

and operates in O(n) space. Extensive runtime tests with our implementation Bone exhibit an actual runtime of O(n log n) on a database containing more than 13 500 datasets of different characteristics. In practice, this constitutes an improvement of a linear factor in time and space compared to the current state-of-the-art straight-skeleton code, which is shipped with the CGAL library. In particular, Bone performs up to 100 times faster than the current CGAL code on datasets with a few thousand vertices, requires significant less memory and accepts more general input.

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  • 直骨架的研究/abstract.1758764244.txt.gz
  • 最后更改: 2025/09/25 09:37
  • 张叶安