Morphological Models of Random Structures - Couverture souple

Livre 50 sur 52: Interdisciplinary Applied Mathematics

Jeulin, Dominique

 
9783030754549: Morphological Models of Random Structures
Couverture souple
ISBN 10 : 3030754545 ISBN 13 : 9783030754549
Editeur : Springer Nature Switzerland AG, 2022

Synopsis

This book covers methods of Mathematical Morphology to model and simulate random sets and functions (scalar and multivariate). The introduced models concern many physical situations in heterogeneous media, where a probabilistic approach is required, like fracture statistics of materials, scaling up of permeability in porous media, electron microscopy images (including multispectral images), rough surfaces, multi-component composites, biological tissues, textures for image coding and synthesis. The common feature of these random structures is their domain of definition in n dimensions, requiring more general models than standard Stochastic Processes.The main topics of the book cover an introduction to the theory of random sets, random space tessellations, Boolean random sets and functions, space-time random sets and functions (Dead Leaves, Sequential Alternate models, Reaction-Diffusion), prediction of effective properties of random media, and probabilistic fracture theories.


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À propos de l?auteur

Dominique Jeulin is Director of Research and Professor at Mines-ParisTech (Ecole des Mines de Paris). Currently Scientific Adviser at Centre de Morphologie Mathématique, he was teaching courses on models of random structures, and on physics and mechanics of random media. His main current interests cover the theoretical prediction of physical properties of random media, models and simulations of random media, 3D image analysis, probabilistic segmentation of images, applications to materials science, biology and vision.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
Springer Nature Switzerland AG
Date d'édition
2022
Langue
anglais
ISBN 10 
3030754545
ISBN 13 
9783030754549
Reliure
Broché
Nombre de pages
951
Coordonnées du fabricant
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Autres éditions populaires du même titre

9783030754518: Morphological Models of Random Structures

Edition présentée

ISBN 10 :  3030754510 ISBN 13 :  9783030754518
Editeur : Springer Nature Switzerland AG, 2021
Couverture rigide