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Cascading upper bounds for triangle soup Pompeiu-Hausdorff distance

2024/06/14 by Leonardo Sacht, Alec Jacobson, Sacht, Leonardo +1 · 1 citation
Computer Science · Engineering · Mathematics · #Advanced Numerical Analysis Techniques #FOS: Computer and information sciences #Graphics (cs.GR) #Mathematical Dynamics and Fractals #Numerical Methods and Algorithms

paper · pdf · doi:10.48550/arxiv.2406.10357

openalex publication_date 2024/06/14 · openalex created_date 2025/10/10 · openalex updated_date 2026/07/28

Abstract

We propose a new method to accurately approximate the Pompeiu-Hausdorff distance from a triangle soup A to another triangle soup B up to a given tolerance. Based on lower and upper bound computations, we discard triangles from A that do not contain the maximizer of the distance to B and subdivide the others for further processing. In contrast to previous methods, we use four upper bounds instead of only one, three of which newly proposed by us. Many triangles are discarded using the simpler bounds, while the most difficult cases are dealt with by the other bounds. Exhaustive testing determines the best ordering of the four upper bounds. A collection of experiments shows that our method is faster than all previous accurate methods in the literature.

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