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Stochastic Geometry For Image Analysis


Stochastic Geometry For Image Analysis
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Stochastic Geometry For Image Analysis


Stochastic Geometry For Image Analysis
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Author : Xavier Descombes
language : en
Publisher: John Wiley & Sons
Release Date : 2013-05-06

Stochastic Geometry For Image Analysis written by Xavier Descombes and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-05-06 with Technology & Engineering categories.


This book develops the stochastic geometry framework for image analysis purpose. Two main frameworks are described: marked point process and random closed sets models. We derive the main issues for defining an appropriate model. The algorithms for sampling and optimizing the models as well as for estimating parameters are reviewed. Numerous applications, covering remote sensing images, biological and medical imaging, are detailed. This book provides all the necessary tools for developing an image analysis application based on modern stochastic modeling.



Stochastic Geometry Models In Image Analysis And Spatial Statistics


Stochastic Geometry Models In Image Analysis And Spatial Statistics
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Author : Maria Nicolette Margaretha Lieshout
language : en
Publisher:
Release Date : 1994

Stochastic Geometry Models In Image Analysis And Spatial Statistics written by Maria Nicolette Margaretha Lieshout and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1994 with categories.




Stereology Stochastic Geometry And Image Analysis


Stereology Stochastic Geometry And Image Analysis
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Author : Cantabrian Education Council
language : en
Publisher:
Release Date : 1998

Stereology Stochastic Geometry And Image Analysis written by Cantabrian Education Council and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1998 with categories.




Perfect And Imperfect Simulations In Stochastic Geometry In Image Analysis


Perfect And Imperfect Simulations In Stochastic Geometry In Image Analysis
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Author : Elke Thönnes
language : en
Publisher:
Release Date : 1998

Perfect And Imperfect Simulations In Stochastic Geometry In Image Analysis written by Elke Thönnes and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1998 with categories.




Stochastic Geometry Models In Image Analysis And Spatial Statistics


Stochastic Geometry Models In Image Analysis And Spatial Statistics
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Author : M. N. M. Van Lieshout
language : en
Publisher:
Release Date : 1991

Stochastic Geometry Models In Image Analysis And Spatial Statistics written by M. N. M. Van Lieshout and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1991 with categories.




Stochastic Geometry Stereology And Image Analysis


Stochastic Geometry Stereology And Image Analysis
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Author : Danish Natural Science Research Council
language : en
Publisher:
Release Date : 1996

Stochastic Geometry Stereology And Image Analysis written by Danish Natural Science Research Council and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1996 with categories.




Stochastic Geometry


Stochastic Geometry
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Author : Wilfrid S. Kendall
language : en
Publisher: Routledge
Release Date : 2019-06-10

Stochastic Geometry written by Wilfrid S. Kendall and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-06-10 with Mathematics categories.


Stochastic geometry involves the study of random geometric structures, and blends geometric, probabilistic, and statistical methods to provide powerful techniques for modeling and analysis. Recent developments in computational statistical analysis, particularly Markov chain Monte Carlo, have enormously extended the range of feasible applications. Stochastic Geometry: Likelihood and Computation provides a coordinated collection of chapters on important aspects of the rapidly developing field of stochastic geometry, including: o a "crash-course" introduction to key stochastic geometry themes o considerations of geometric sampling bias issues o tesselations o shape o random sets o image analysis o spectacular advances in likelihood-based inference now available to stochastic geometry through the techniques of Markov chain Monte Carlo



Stochastic Geometry


Stochastic Geometry
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Author : David Coupier
language : en
Publisher: Springer
Release Date : 2019-04-09

Stochastic Geometry written by David Coupier and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-04-09 with Mathematics categories.


This volume offers a unique and accessible overview of the most active fields in Stochastic Geometry, up to the frontiers of recent research. Since 2014, the yearly meeting of the French research structure GDR GeoSto has been preceded by two introductory courses. This book contains five of these introductory lectures. The first chapter is a historically motivated introduction to Stochastic Geometry which relates four classical problems (the Buffon needle problem, the Bertrand paradox, the Sylvester four-point problem and the bicycle wheel problem) to current topics. The remaining chapters give an application motivated introduction to contemporary Stochastic Geometry, each one devoted to a particular branch of the subject: understanding spatial point patterns through intensity and conditional intensities; stochastic methods for image analysis; random fields and scale invariance; and the theory of Gibbs point processes. Exposing readers to a rich theory, this book will encourage further exploration of the subject and its wide applications.



From Gestalt Theory To Image Analysis


From Gestalt Theory To Image Analysis
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Author : Agnès Desolneux
language : en
Publisher: Springer Science & Business Media
Release Date : 2007-12-18

From Gestalt Theory To Image Analysis written by Agnès Desolneux and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-12-18 with Computers categories.


This book introduces a new theory in Computer Vision yielding elementary techniques to analyze digital images. These techniques are a mathematical formalization of the Gestalt theory. From the mathematical viewpoint the closest field to it is stochastic geometry, involving basic probability and statistics, in the context of image analysis. The book is mathematically self-contained, needing only basic understanding of probability and calculus. The text includes more than 130 illustrations, and numerous examples based on specific images on which the theory is tested. Detailed exercises at the end of each chapter help the reader develop a firm understanding of the concepts imparted.



Incidence And Lattice Calculus With Applications To Stochastic Geometry And Image Analysis


Incidence And Lattice Calculus With Applications To Stochastic Geometry And Image Analysis
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Author : Adrian J. Baddeley
language : en
Publisher:
Release Date : 1992

Incidence And Lattice Calculus With Applications To Stochastic Geometry And Image Analysis written by Adrian J. Baddeley and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1992 with categories.