Stochastic Geometry Models In Image Analysis And Spatial Statistics
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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 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.
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 Spatial Statistics And Random Fields
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Author : Volker Schmidt
language : en
Publisher: Springer
Release Date : 2014-10-24
Stochastic Geometry Spatial Statistics And Random Fields written by Volker Schmidt and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-10-24 with Mathematics categories.
This volume is an attempt to provide a graduate level introduction to various aspects of stochastic geometry, spatial statistics and random fields, with special emphasis placed on fundamental classes of models and algorithms as well as on their applications, e.g. in materials science, biology and genetics. This book has a strong focus on simulations and includes extensive codes in Matlab and R which are widely used in the mathematical community. It can be seen as a continuation of the recent volume 2068 of Lecture Notes in Mathematics, where other issues of stochastic geometry, spatial statistics and random fields were considered with a focus on asymptotic methods.
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
Spatial Statistics And Digital Image Analysis
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Author : National Research Council
language : en
Publisher: National Academies Press
Release Date : 1991-02-01
Spatial Statistics And Digital Image Analysis written by National Research Council and has been published by National Academies Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1991-02-01 with Mathematics categories.
Spatial statistics is one of the most rapidly growing areas of statistics, rife with fascinating research opportunities. Yet many statisticians are unaware of those opportunities, and most students in the United States are never exposed to any course work in spatial statistics. Written to be accessible to the nonspecialist, this volume surveys the applications of spatial statistics to a wide range of areas, including image analysis, geosciences, physical chemistry, and ecology. The book describes the contributions of the mathematical sciences, summarizes the current state of knowledge, and identifies directions for research.
Spatial Statistics And Imaging
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Author : Antonio Possolo
language : en
Publisher: IMS
Release Date : 1991
Spatial Statistics And Imaging written by Antonio Possolo and has been published by IMS this book supported file pdf, txt, epub, kindle and other format this book has been release on 1991 with Computers categories.
Statistical Physics And Spatial Statistics
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Author : Klaus R. Mecke
language : en
Publisher: Springer
Release Date : 2008-01-11
Statistical Physics And Spatial Statistics written by Klaus R. Mecke and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-01-11 with Mathematics categories.
Modern physics is confronted with a large variety of complex spatial patterns. Although both spatial statisticians and statistical physicists study random geometrical structures, there has been only little interaction between the two up to now because of different traditions and languages. This volume aims to change this situation by presenting in a clear way fundamental concepts of spatial statistics which are of great potential value for condensed matter physics and materials sciences in general, and for porous media, percolation and Gibbs processes in particular. Geometric aspects, in particular ideas of stochastic and integral geometry, play a central role throughout. With nonspecialist researchers and graduate students also in mind, prominent physicists give an excellent introduction here to modern ideas of statistical physics pertinent to this exciting field of research.
On The Stochastic Frontier Modeling And Analysis
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Author : Pasquale De Marco
language : en
Publisher: Pasquale De Marco
Release Date :
On The Stochastic Frontier Modeling And Analysis written by Pasquale De Marco and has been published by Pasquale De Marco this book supported file pdf, txt, epub, kindle and other format this book has been release on with Mathematics categories.
Embark on an enlightening journey into the world of stochastic systems with "On the Stochastic Frontier: Modeling and Analysis." This comprehensive guide provides a solid foundation for understanding the intricate behavior of random processes and their diverse applications across various disciplines. Delve into the realm of stochastic modeling, where probability and statistics converge to provide powerful tools for analyzing and predicting the behavior of complex systems. Discover the fundamental concepts and methodologies of stochastic processes, including Markov chains, renewal processes, semi-Markov processes, and point processes. Explore their unique characteristics and delve into their underlying mathematical principles. With a strong emphasis on practical applications, this book showcases how stochastic modeling can be used to address real-world challenges in fields such as finance, engineering, operations research, biology, and social sciences. Numerous illustrative examples and case studies bring the theory to life, demonstrating the practical relevance of the presented material. Furthermore, the book ventures into the captivating realm of stochastic differential equations, unveiling their significance in modeling continuous-time phenomena. Learn how to formulate and analyze stochastic differential equations, gaining insights into the dynamics of complex systems exhibiting continuous-time evolution. Written in a reader-friendly style, "On the Stochastic Frontier: Modeling and Analysis" is an invaluable resource for students, researchers, practitioners, and anyone seeking to deepen their understanding of stochastic systems. Its comprehensive coverage, clear explanations, and engaging writing style make it an essential guide for navigating the complexities of random processes and their applications. If you like this book, write a review!
Selected Proceedings Of The Symposium On Inference For Stochastic Processes
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Author : Ishwar V. Basawa
language : en
Publisher: IMS
Release Date : 2001
Selected Proceedings Of The Symposium On Inference For Stochastic Processes written by Ishwar V. Basawa and has been published by IMS this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001 with Mathematics categories.