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Modern Stochastics: Theory and Applications


Description of the symmetric convex random closed sets as zonotopes from their Feret diameters
Volume 3, Issue 4 (2016), pp. 325–364
Pub. online: 3 January 2017      Type: Research Article      Open accessOpen Access
Received
24 October 2016
Revised
7 December 2016
Accepted
14 December 2016
Published
3 January 2017

Abstract

In this paper, the 2-D random closed sets (RACS) are studied by means of the Feret diameter, also known as the caliper diameter. More specifically, it is shown that a 2-D symmetric convex RACS can be approximated as precisely as we want by some random zonotopes (polytopes formed by the Minkowski sum of line segments) in terms of the Hausdorff distance. Such an approximation is fully defined from the Feret diameter of the 2-D convex RACS. Particularly, the moments of the random vector representing the face lengths of the zonotope approximation are related to the moments of the Feret diameter random process of the RACS.

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© 2016 The Author(s). Published by VTeX
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Keywords
Zonotopes random closed set the Feret diameter polygonal approximation

MSC2010
60Dxx 52A22

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