Moment Functions In Image Analysis - Theory And Applications PDF Download

Author: Holger Dette
Publisher: John Wiley & Sons
ISBN: 9780471109914
Category : Mathematics
Languages : en
Pages : 368

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Book Description
This new material is concerned with the theory and applications of probability, statistics and analysis of canonical moments. It provides a powerful tool for the determination of optimal experimental designs, for the calculation of the main characteristics of random walks, and for other moment problems appearing in probability and statistics.

Author: R Mukundan
Publisher: World Scientific
ISBN: 9814495948
Category : Computers
Languages : en
Pages : 167

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Book Description
This book is a comprehensive treatise on the theory and applications of moment functions in image analysis. Moment functions are widely used in various realms of computer vision and image processing. Numerous algorithms and techniques have been developed using image moments, in the areas of pattern recognition, object identification, three-dimensional object pose estimation, robot sensing, image coding and reconstruction. This book provides a compilation of the theoretical aspects related to different types of moment functions, and their applications in the above areas.The book is organized into two parts. The first part discusses the fundamental concepts behind important moments such as geometric moments, complex moments, Legendre moments, Zernike moments, and moment tensors. Most of the commonly used properties of moment functions and the mathematical framework for the derivation of basic theorems and results are discussed in detail. This includes the derivation of moment invariants, implementation aspects of moments, transform properties, and fast methods for computing the moment functions for both binary and gray-level images. The second part presents the key application areas of moments such as pattern recognition, object identification, image-based pose estimation, edge detection, clustering, segmentation, coding and reconstruction. Important algorithms in each of these areas are discussed. A comprehensive list of bibliographical references on image moments is also included.

Author: Andy Merrifield
Publisher: Taylor & Francis
ISBN: 0415952085
Category : Architecture
Languages : en
Pages : 240

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Book Description
First Published in 2006. Routledge is an imprint of Taylor & Francis, an informa company.

Author: Konrad Schmüdgen
Publisher: Springer
ISBN: 3319645463
Category : Mathematics
Languages : en
Pages : 530

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Book Description
This advanced textbook provides a comprehensive and unified account of the moment problem. It covers the classical one-dimensional theory and its multidimensional generalization, including modern methods and recent developments. In both the one-dimensional and multidimensional cases, the full and truncated moment problems are carefully treated separately. Fundamental concepts, results and methods are developed in detail and accompanied by numerous examples and exercises. Particular attention is given to powerful modern techniques such as real algebraic geometry and Hilbert space operators. A wide range of important aspects are covered, including the Nevanlinna parametrization for indeterminate moment problems, canonical and principal measures for truncated moment problems, the interplay between Positivstellensätze and moment problems on semi-algebraic sets, the fibre theorem, multidimensional determinacy theory, operator-theoretic approaches, and the existence theory and important special topics of multidimensional truncated moment problems. The Moment Problem will be particularly useful to graduate students and researchers working on moment problems, functional analysis, complex analysis, harmonic analysis, real algebraic geometry, polynomial optimization, or systems theory. With notes providing useful background information and exercises of varying difficulty illustrating the theory, this book will also serve as a reference on the subject and can be used for self-study.

Author: Benedikt Paul Göcke
Publisher: Springer
ISBN: 1137412828
Category : Philosophy
Languages : en
Pages : 248

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Book Description
A Theory of the Absolute develops a worldview that is opposed to the dominant paradigm of physicalism and atheism. It provides powerful arguments for the existence of the soul and the existence of the Absolute. It shows that faith is not in contradiction to reason.

Author: Kirill Melnikov
Publisher: Springer
ISBN: 3540328076
Category : Science
Languages : en
Pages : 188

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Book Description
The theory of the muon anomalous magnetic moment is particle physics in a nutshell. It is an interesting, exciting and difficult subject, and this book provides a comprehensive review of it. The theory of the muon anomalous magnetic moment is at the cutting edge of current research in particle physics, and any deviation between the theoretical prediction and the experimental value might be interpreted as a signal of an as-yet-unknown new physics.

Author: Jean-Bernard Lasserre
Publisher: World Scientific
ISBN: 1848164467
Category : Mathematics
Languages : en
Pages : 384

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Book Description
1. The generalized moment problem. 1.1. Formulations. 1.2. Duality theory. 1.3. Computational complexity. 1.4. Summary. 1.5. Exercises. 1.6. Notes and sources -- 2. Positive polynomials. 2.1. Sum of squares representations and semi-definite optimization. 2.2. Nonnegative versus s.o.s. polynomials. 2.3. Representation theorems : univariate case. 2.4. Representation theorems : mutivariate case. 2.5. Polynomials positive on a compact basic semi-algebraic set. 2.6. Polynomials nonnegative on real varieties. 2.7. Representations with sparsity properties. 2.8. Representation of convex polynomials. 2.9. Summary. 2.10. Exercises. 2.11. Notes and sources -- 3. Moments. 3.1. The one-dimensional moment problem. 3.2. The multi-dimensional moment problem. 3.3. The K-moment problem. 3.4. Moment conditions for bounded density. 3.5. Summary. 3.6. Exercises. 3.7. Notes and sources -- 4. Algorithms for moment problems. 4.1. The overall approach. 4.2. Semidefinite relaxations. 4.3. Extraction of solutions. 4.4. Linear relaxations. 4.5. Extensions. 4.6. Exploiting sparsity. 4.7. Summary. 4.8. Exercises. 4.9. Notes and sources. 4.10. Proofs -- 5. Global optimization over polynomials. 5.1. The primal and dual perspectives. 5.2. Unconstrained polynomial optimization. 5.3. Constrained polynomial optimization : semidefinite relaxations. 5.4. Linear programming relaxations. 5.5. Global optimality conditions. 5.6. Convex polynomial programs. 5.7. Discrete optimization. 5.8. Global minimization of a rational function. 5.9. Exploiting symmetry. 5.10. Summary. 5.11. Exercises. 5.12. Notes and sources -- 6. Systems of polynomial equations. 6.1. Introduction. 6.2. Finding a real solution to systems of polynomial equations. 6.3. Finding all complex and/or all real solutions : a unified treatment. 6.4. Summary. 6.5. Exercises. 6.6. Notes and sources -- 7. Applications in probability. 7.1. Upper bounds on measures with moment conditions. 7.2. Measuring basic semi-algebraic sets. 7.3. Measures with given marginals. 7.4. Summary. 7.5. Exercises. 7.6. Notes and sources -- 8. Markov chains applications. 8.1. Bounds on invariant measures. 8.2. Evaluation of ergodic criteria. 8.3. Summary. 8.4. Exercises. 8.5. Notes and sources -- 9. Application in mathematical finance. 9.1. Option pricing with moment information. 9.2. Option pricing with a dynamic model. 9.3. Summary. 9.4. Notes and sources -- 10. Application in control. 10.1. Introduction. 10.2. Weak formulation of optimal control problems. 10.3. Semidefinite relaxations for the OCP. 10.4. Summary. 10.5. Notes and sources -- 11. Convex envelope and representation of convex sets. 11.1. The convex envelope of a rational function. 11.2. Semidefinite representation of convex sets. 11.3. Algebraic certificates of convexity. 11.4. Summary. 11.5. Exercises. 11.6. Notes and sources -- 12. Multivariate integration 12.1. Integration of a rational function. 12.2. Integration of exponentials of polynomials. 12.3. Maximum entropy estimation. 12.4. Summary. 12.5. Exercises. 12.6. Notes and sources -- 13. Min-max problems and Nash equilibria. 13.1. Robust polynomial optimization. 13.2. Minimizing the sup of finitely many rational cunctions. 13.3. Application to Nash equilibria. 13.4. Exercises. 13.5. Notes and sources -- 14. Bounds on linear PDE. 14.1. Linear partial differential equations. 14.2. Notes and sources

Author: Dale Dorsey
Publisher: Oxford University Press
ISBN: 0198823754
Category : Philosophy
Languages : en
Pages : 337

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Book Description
Much of knowing what to do is knowing what to do for ourselves, but knowing how to act in our best interest is complex---we must know what benefits us, what burdens us, and how these facts present and constitute considerations in favor of action. Additionally, we must know how we should weigh our interests at different times---past, present, and future. Dale Dorsey argues that a theory of prudence is needed: a theory of how we ought to act when we are acting for ourselves. A Theory of Prudence provides a comprehensive account of prudence, including the metaethics of prudential value, the nature of the personal good, the reasons of prudence, and the structure of prudential normativity over time.

Author: Melissa Dahl
Publisher: Penguin
ISBN: 0735211639
Category : Business & Economics
Languages : en
Pages : 306

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Book Description
Examines the ways that embracing socially awkward situations, even when they lead to embarrassment and self-conciousness, also provide the opportunity to test oneself and to recognize how people are connected to each other.

Author: David J. Kalupahana
Publisher: University of Hawaii Press
ISBN: 9780824803926
Category : Philosophy
Languages : en
Pages : 222

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Book Description
This introduction to Buddhism examines its basic philosophical teachings and historical development, setting forth complex and significant ideas in a straightforward and simple style that is easily accessible to the student. The author's orientation is philosophical, rather than religious or sociological. This approach is both the uniqueness and the strength of the work.Part I outlines the historical background out of which Buddhism arose and emphasizes the teachings of early Buddhism. Part II examines developments in the history of Buddhist thought and the emergence of the various schools of Buddhism.