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Synopsis
Variational Regularization of 3D Data provides an introduction to variational methods for data modelling and its application in computer vision. In this book, the authors identify interpolation as an inverse problem that can be solved by Tikhonov regularization. The proposed solutions are generalizations of one-dimensional splines, applicable to n-dimensional data and the central idea is that these splines can be obtained by regularization theory using a trade-off between the fidelity of the data and smoothness properties.
As a foundation, the authors present a comprehensive guide to the necessary fundamentals of functional analysis and variational calculus, as well as splines. The implementation and numerical experiments are illustrated using MATLAB(R). The book also includes the necessary theoretical background for approximation methods and some details of the computer implementation of the algorithms. A working knowledge of multivariable calculus and basic vector and matrix methods should serve as an adequate prerequisite.
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- ÉditeurSpringer
- Date d'édition2014
- ISBN 10 1493905325
- ISBN 13 9781493905324
- ReliureBroché
- Langueanglais
- Nombre de pages96
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Variational Regularization of 3D Data
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Springer New York, 2014
ISBN 10 : 1493905325
ISBN 13 : 9781493905324
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Kartoniert / Broschiert. Etat : New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Includes supplementary material: sn.pub/extrasVariational Regularization of 3D Data provides an introduction to variational methods for data modelling and its application in computer vision. In this book, the authors identify interpolation as . N° de réf. du vendeur 4213826
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Variational Regularization of 3D Data: Experiments with MATLAB® (SpringerBriefs in Computer Science)
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Variational Regularization of 3D Data
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Springer New York Mrz 2014, 2014
ISBN 10 : 1493905325
ISBN 13 : 9781493905324
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Taschenbuch. Etat : Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -Variational Regularization of 3D Data provides an introduction to variational methods for data modelling and its application in computer vision. In this book, the authors identify interpolation as an inverse problem that can be solved by Tikhonov regularization. The proposed solutions are generalizations of one-dimensional splines, applicable to n-dimensional data and the central idea is that these splines can be obtained by regularization theory using a trade-off between the fidelity of the data and smoothness properties.As a foundation, the authors present a comprehensive guide to the necessary fundamentals of functional analysis and variational calculus, as well as splines. The implementation and numerical experiments are illustrated using MATLAB®. The book also includes the necessary theoretical background for approximation methods and some details of the computer implementation of the algorithms. A working knowledge of multivariable calculus and basic vector and matrix methods should serve as an adequate prerequisite. 96 pp. Englisch. N° de réf. du vendeur 9781493905324
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Variational Regularization of 3D Data : Experiments with MATLAB
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Variational Regularization of 3D Data : Experiments with MATLAB®
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Taschenbuch. Etat : Neu. Druck auf Anfrage Neuware - Printed after ordering - Variational Regularization of 3D Data provides an introduction to variational methods for data modelling and its application in computer vision. In this book, the authors identify interpolation as an inverse problem that can be solved by Tikhonov regularization. The proposed solutions are generalizations of one-dimensional splines, applicable to n-dimensional data and the central idea is that these splines can be obtained by regularization theory using a trade-off between the fidelity of the data and smoothness properties.As a foundation, the authors present a comprehensive guide to the necessary fundamentals of functional analysis and variational calculus, as well as splines. The implementation and numerical experiments are illustrated using MATLAB®. The book also includes the necessary theoretical background for approximation methods and some details of the computer implementation of the algorithms. A working knowledge of multivariable calculus and basic vector and matrix methods should serve as an adequate prerequisite. N° de réf. du vendeur 9781493905324
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Variational Regularization of 3D Data
Edité par
Springer New York, Springer New York Mär 2014, 2014
ISBN 10 : 1493905325
ISBN 13 : 9781493905324
Neuf
Taschenbuch
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Taschenbuch. Etat : Neu. Neuware -Variational Regularization of 3D Data provides an introduction to variational methods for data modelling and its application in computer vision. In this book, the authors identify interpolation as an inverse problem that can be solved by Tikhonov regularization. The proposed solutions are generalizations of one-dimensional splines, applicable to n-dimensional data and the central idea is that these splines can be obtained by regularization theory using a trade-off between the fidelity of the data and smoothness properties.As a foundation, the authors present a comprehensive guide to the necessary fundamentals of functional analysis and variational calculus, as well as splines. The implementation and numerical experiments are illustrated using MATLAB®. The book also includes the necessary theoretical background for approximation methods and some details of the computer implementation of the algorithms. A working knowledge of multivariable calculus and basic vector and matrix methods should serve as an adequate prerequisite.Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 96 pp. Englisch. N° de réf. du vendeur 9781493905324
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Variational Regularization of 3d Data : Experiments With Matlab
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Variational Regularization of 3D Data: Experiments with MATLAB (R)
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Springer-Verlag New York Inc., 2014
ISBN 10 : 1493905325
ISBN 13 : 9781493905324
Neuf
Paperback / softback
Vendeur : THE SAINT BOOKSTORE, Southport, Royaume-Uni
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Paperback / softback. Etat : New. This item is printed on demand. New copy - Usually dispatched within 5-9 working days 166. N° de réf. du vendeur C9781493905324
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Variational Regularization of 3d Data : Experiments With Matlab
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Variational Regularization of 3D Data
Vendeur : Books Puddle, New York, NY, Etats-Unis
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Etat : New. pp. 96. N° de réf. du vendeur 26142335889
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