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Pregled bibliografske jedinice broj: 852244

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


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 (međunarodna recenzija, članak, znanstveni)


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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

Profili:

Avatar Url Ivo Ugrina (autor)

Avatar Url Vesna Gotovac (autor)

Citiraj ovu publikaciju

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 (međunarodna recenzija, članak, znanstveni)
Gotovac, V., Helisová, K. & Ugrina, I. (2016) Assessing dissimilarity of random sets through convex compact approximations, support functions and envelope tests. Image analysis & stereology, 35 (3), 181-193 doi:10.5566/ias.1490.
@article{article, year = {2016}, pages = {181-193}, DOI = {10.5566/ias.1490}, keywords = {approximations, dissimilarity, envelope tests, random sets, stochastic geometry, support functions}, journal = {Image analysis and stereology}, doi = {10.5566/ias.1490}, volume = {35}, number = {3}, issn = {1580-3139}, title = {Assessing dissimilarity of random sets through convex compact approximations, support functions and envelope tests}, keyword = {approximations, dissimilarity, envelope tests, random sets, stochastic geometry, support functions} }

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


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