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Semicontinuity Properties of the Hausdorff Measure

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Variational Methods in Image Segmentation

Abstract

In this chapter, we first define a natural metric on the set of the closed sets of a metric space E: the Hausdorff distance. For this distance, we prove that the set of closed subsets of a compact set is compact. It would be extremely convenient to have the following continuity property: If a sequence of sets An converges for the Hausdorff distance towards a set A, then the Hausdorff measures of the An also converge to the Hausdorff measure of A. We give examples which show that this is in general not true. However, simple and useful conditions can be given on the sequence An in order that the Hausdorff measure is lower semicontinuous, that is,

$${{\cal H}^\alpha }(A)\, \le \,\mathop {\lim }\limits_{\,\,\,\,\,\,\,\,\,\,\,\,\,n} \inf \,\,\,\,{{\cal H}^\alpha }({A_n}).$$
(1)

We show that this last property is true when the sets An are “uniformly concentrated” (a property which we shall show to be true in Chapter 15 of this book for minimizing sequences of segmentations.

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© 1995 Birkhäuser Boston

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Morel, J.M., Solimini, S. (1995). Semicontinuity Properties of the Hausdorff Measure. In: Variational Methods in Image Segmentation. Progress in Nonlinear Differential Equations and Their Applications, vol 14. Birkhäuser Boston. https://doi.org/10.1007/978-1-4684-0567-5_10

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  • DOI: https://doi.org/10.1007/978-1-4684-0567-5_10

  • Publisher Name: Birkhäuser Boston

  • Print ISBN: 978-1-4684-0569-9

  • Online ISBN: 978-1-4684-0567-5

  • eBook Packages: Springer Book Archive

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