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Locally Correct Frechet Matchings

机译:局部正确的Frechet匹配

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The Frechet distance is a metric to compare two curves, which is based on monotonous matchings between these curves. We call a matching that results in the Frechet distance a Frechet matching. There are often many different Frechet matchings and not all of these capture the similarity between the curves well. We propose to restrict the set of Frechet matchings to "natural" matchings and to this end introduce locally correct Frechet matchings. We prove that at least one such matching exists for two polygonal curves and give an O(N~3 log N) algorithm to compute it, where N is the total number of edges in both curves. We also present an O(N~2) algorithm to compute a locally correct discrete Frechet matching.
机译:Frechet距离是比较两条曲线的度量,它基于这些曲线之间的单调匹配。我们将导致Frechet距离的匹配称为Frechet匹配。通常存在许多不同的Frechet匹配,但并非所有这些都能很好地捕捉曲线之间的相似性。我们建议将Frechet匹配集限制为“自然”匹配,并为此引入局部正确的Frechet匹配。我们证明对于两条多边形曲线至少存在一个这样的匹配,并给出O(N〜3 log N)算法进行计算,其中N是两条曲线中边的总数。我们还提出了一种O(N〜2)算法来计算局部正确的离散Frechet匹配。

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