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Image Textures and Gibbs Random Fields

This text presents techniques for describing image textures. Contrary to the usual practice of embedding the images to known modelling;

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Morphological Models of Random Structures

composites, biological tissues, textures for image coding and synthesis. The common feature of these random structures is their domain of definition;

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Random Textures + Compulsion .. Compulsion .. COMPULSION. Crispy Ambulance, CD

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Techniques for Generation of Random Fields for Image Segmentation

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Markov Random Field Modeling in Image Analysis

Markov random field (MRF) theory provides a basis for modeling contextual constraints in visual processing and interpretation. It enables;

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Stochastic Modeling for Medical Image Analysis

-Gibbs random fields of these signals and/or labels of regions supporting the goal objects in the lattice. This valuable resource presents;

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Digital Image Processing

. Completely revised and extended, the most notable extensions being a detailed discussion on random variables and fields, 3-D imaging techniques and a;

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Image Analysis, Random Fields and Markov Chain Monte Carlo Methods

This book is concerned with a probabilistic approach for image analysis, mostly from the Bayesian point of view, and the important Markov;

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Texture and Anisotropy

Many man-made materials and naturally occurring substances are aggregates of crystals, or polycrystals, with a non-random distribution;

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Random Signal Processing

This book covers random signals and random processes along with estimation of probability density function, estimation of energy spectral;

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Random Signal Processing

This book covers random signals and random processes along with estimation of probability density function, estimation of energy spectral;

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Mathematical Physics at Saint-Flour

Gross, Leonard: Thermodynamics, statistical mechanics, and random fields.-Foellmer, Hans: Random fields and diffusion processes.- Nelson;

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Stochastic Analysis for Gaussian Random Processes and Fields

Stochastic Analysis for Gaussian Random Processes and Fields: With Applications presents Hilbert space methods to study deep analytic;

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Stochastic Analysis for Gaussian Random Processes and Fields

Stochastic Analysis for Gaussian Random Processes and Fields: With Applications presents Hilbert space methods to study deep analytic;

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A Course on Large Deviations with an Introduction to Gibbs Measures

the key ideas and results of large deviation theory in the context of independent identically distributed random variables. This includes;

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Lectures on Random Lozenge Tilings

invariance, determinantal point processes, Gibbs measures, high-dimensional random sampling, symmetric functions, and variational problems.;

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Gibbs Measures On Cayley Trees

/>The method used for the description of Gibbs measures on Cayley trees is the method of Markov random field theory and recurrent;

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Visual Analysis of Behaviour

, canonical correlation analysis, dynamic Bayesian networks, Gaussian mixtures, and Gibbs sampling; investigates hidden conditional random fields;

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Random Processes for Image Signal Processing

"This book gives readers an intuitive appreciation for random functions, plus theory and processes necessary for sophisticated applications;

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Discovery of Co-existing Non-collinear Spin Textures in D2d Heusler Compounds

Non-collinear spin textures have attracted significant attention due to their topological nature, emergent electromagnetic properties, and;

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Level Sets and Extrema of Random Processes and Fields

A timely and comprehensive treatment of random field theory with applications across diverse areas of study Level Sets and Extrema;

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Biomedical Texture Analysis

texture analysis (BTA) for precision medicine. It defines what biomedical textures (BTs) are and why they require specific image analysis design;

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Random Fields

Random variation is a fact of life that provides substance to a wide range of problems in the sciences, engineering, and economics. There;

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Random Fields

Random variation is a fact of life that provides substance to a wide range of problems in the sciences, engineering, and economics. There;

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Probability and Random Processes

Probability and Random Processes provides a clear presentation of foundational concepts with specific applications to signal processing;

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Random Fields of Piezoelectricity and Piezomagnetism

Random fields are a necessity when formulating stochastic continuum theories. In this book, a theory of random piezoelectric and;

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Random Fields for Spatial Data Modeling

This book provides an inter-disciplinary introduction to the theory of random fields and its applications. Spatial models and spatial data;

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