On the empty space function of some germ-grain models

نویسندگان

  • Günter Last
  • M. Holtmann
چکیده

We derive and discuss formulas for the density and the hazard rate of the empty space function of a germ-grain model in R d generated by a stationary point process and i.i.d. convex primary grains n , n 2 N, that are independent of. Our formulas are based on the Palm probability of the germ process and the mean generalized curvature measure of the grain. Particular attention is paid to cluster models, where the grains form a Poisson cluster process. Our discussion of speciic Gauss-Poisson models with spherical grains provides some motivation for the use of the failure rate of F to detect clustering eeects. In the general case we propose a family of functions comparing the behaviour in the neighborhood of a typical germ with the neighborhood of an arbitrary point in space. These characteristics can be used to measure eeects of clustering and spatial interactions between the locations of the individual grains.

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عنوان ژورنال:
  • Pattern Recognition

دوره 32  شماره 

صفحات  -

تاریخ انتشار 1999