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Assessing dissimilarity of random sets through convex compact approximations, support functions and envelope tests (CROSBI ID 234387)

Prilog u časopisu | izvorni znanstveni rad | međunarodna recenzija

Gotovac, Vesna ; Helisová, Kateřina ; Ugrina, Ivo Assessing dissimilarity of random sets through convex compact approximations, support functions and envelope tests // Image analysis & stereology, 35 (2016), 3; 181-193. doi: 10.5566/ias.1490

Podaci o odgovornosti

Gotovac, Vesna ; Helisová, Kateřina ; Ugrina, Ivo

engleski

Assessing dissimilarity of random sets through convex compact approximations, support functions and envelope tests

In recent years random sets were recognized as a valuable tool in modelling different processes from fields like biology, biomedicine or material sciences. Nevertheless, the full potential of applications has not still been reached and one of the main problems in advancement is the usual inability to correctly differentiate between underlying processes generating real world realisations. This paper presents a measure of dissimilarity of stationary and isotropic random sets through a heuristic based on convex compact approximations, support functions and envelope tests. The choice is justified through simulation studies of common random models like Boolean and Quermass-interaction processes.

approximations ; dissimilarity ; envelope tests ; random sets ; stochastic geometry ; support functions

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Podaci o izdanju

35 (3)

2016.

181-193

objavljeno

1580-3139

10.5566/ias.1490

Povezanost rada

Računarstvo, Matematika

Poveznice
Indeksiranost