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Variational Regularization of 3D Data - 9781493905324
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Item specifics
- Condition
- Book Title
- Variational Regularization of 3D Data
- ISBN
- 9781493905324
- Publication Name
- Variational Regularization of 3d Data: Experiments with Matlab (R)
- Publisher
- Springer-Verlag New York Inc.
- Subject
- Computer Science
- Publication Year
- 2014
- Series
- Springerbriefs in Computer Science
- Type
- Textbook
- Format
- Paperback
- Language
- English
- Item Height
- 235 mm
- Item Weight
- 1591 g
- Item Width
- 155 mm
- Number of Pages
- 85 Pages
About this product
Product Information
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.
Product Identifiers
Publisher
Springer-Verlag New York Inc.
ISBN-13
9781493905324
eBay Product ID (ePID)
212906329
Product Key Features
Number of Pages
85 Pages
Publication Name
Variational Regularization of 3d Data: Experiments with Matlab (R)
Language
English
Subject
Computer Science
Publication Year
2014
Type
Textbook
Series
Springerbriefs in Computer Science
Format
Paperback
Dimensions
Item Height
235 mm
Item Weight
1591 g
Item Width
155 mm
Additional Product Features
Country/Region of Manufacture
United States
Item description from the seller
Seller business information
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