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The Hausdorff distance, the Gromov-Hausdorff, the Fr'echet and the natural pseudo-distances are instances of dissimilarity measures widely used in shape comparison. We show that they share the property of being defined as $\inf_\rho F(\rho)F\rho$ varies in a set of correspondences containing the set of homeomorphisms. Our main result states that the set of homeomorphisms cannot be enlarged to a metric space , in such a way that the composition in (extending the composition of homeomorphisms) passes to the limit and, at the same time, is compact.

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