Pregled bibliografske jedinice broj: 852244
Assessing dissimilarity of random sets through convex compact approximations, support functions and envelope tests
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 (međunarodna recenzija, članak, znanstveni)
CROSBI ID: 852244 Za ispravke kontaktirajte CROSBI podršku putem web obrasca
Naslov
Assessing dissimilarity of random sets through convex compact approximations, support functions and envelope tests
Autori
Gotovac, Vesna ; Helisová, Kateřina ; Ugrina, Ivo
Izvornik
Image analysis & stereology (1580-3139) 35
(2016), 3;
181-193
Vrsta, podvrsta i kategorija rada
Radovi u časopisima, članak, znanstveni
Ključne riječi
approximations ; dissimilarity ; envelope tests ; random sets ; stochastic geometry ; support functions
Sažetak
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.
Izvorni jezik
Engleski
Znanstvena područja
Matematika, Računarstvo
POVEZANOST RADA
Ustanove:
Farmaceutsko-biokemijski fakultet, Zagreb,
Prirodoslovno-matematički fakultet, Split
Citiraj ovu publikaciju:
Časopis indeksira:
- Current Contents Connect (CCC)
- Web of Science Core Collection (WoSCC)
- Science Citation Index Expanded (SCI-EXP)
- SCI-EXP, SSCI i/ili A&HCI
- Scopus
