Miscibility matrices explain the behavior of gray-scale textures generated by Gibbs random fields | Zendy

Ibrahim M. Elfadel | Zendy; Rosalind W. Picard | Zendy

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<title>Miscibility matrices explain the behavior of gray-scale textures generated by Gibbs random fields</title>

Author(s) -

Ibrahim M. Elfadel,

Rosalind W. Picard

Publication year - 1991

Publication title -

proceedings of spie, the international society for optical engineering/proceedings of spie

Language(s) - English

Resource type - Conference proceedings

SCImago Journal Rank - 0.192

H-Index - 176

eISSN - 1996-756X

pISSN - 0277-786X

DOI - 10.1117/12.25182

Subject(s) - miscibility , statistical physics , markov chain , random field , mathematics , computer science , physics , statistics , polymer , nuclear magnetic resonance

This paper describes an original approach to theanalysis and prediction of graylevel textures generatedas equilibrium states of Gibbs/Markovrandom fields. This approach is physically motivatedby the analogy that exists between thegraylevel textures and the miscibility patterns ofmultiphase flows. The physics of the situationis captured using miscibility matrices that arerelated to the co-occurrence matrices classicallyused for texture discrimination. Simulations areprovided to...

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