Earth Mover's Distance vs. Quadratic form Distance: An Analytical and Empirical Comparison

C. Beecks, M. S. Uysal, T. Seidl
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引用次数: 3

Abstract

It has been past more than a decade since the Earth Mover's Distance and the Quadratic Form Distance have been proposed as distance-based similarity measures for color-based image similarity. Ever since their utilization in various domains, they have developed into major general-purpose distance functions. In this paper, we subject both dissimilarity measures to a fundamental analytical and empirical analysis in order to reveal their strengths and weaknesses.
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推土机距离与二次型距离:分析与实证比较
地球移动者距离和二次型距离被提出作为基于距离的图像相似度度量,已经有十多年的历史了。由于它们在各个领域的应用,它们已经发展成为主要的通用距离函数。在本文中,我们对这两种方法进行了基本分析和实证分析,以揭示它们的优缺点。
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