The Resource Variational methods in imaging, Otmar Scherzer [and others]
Variational methods in imaging, Otmar Scherzer [and others]
Resource Information
The item Variational methods in imaging, Otmar Scherzer [and others] represents a specific, individual, material embodiment of a distinct intellectual or artistic creation found in University of Missouri Libraries.This item is available to borrow from 1 library branch.
Resource Information
The item Variational methods in imaging, Otmar Scherzer [and others] represents a specific, individual, material embodiment of a distinct intellectual or artistic creation found in University of Missouri Libraries.
This item is available to borrow from 1 library branch.
- Summary
- This book is devoted to the study of variational methods in imaging. The presentation is mathematically rigorous and covers a detailed treatment of the approach from an inverse problems point of view. Key Features: - Introduces variational methods with motivation from the deterministic, geometric, and stochastic point of view - Bridges the gap between regularization theory in image analysis and in inverse problems - Presents case examples in imaging to illustrate the use of variational methods e.g. denoising, thermoacoustics, computerized tomography - Discusses link between non-convex calculus of variations, morphological analysis, and level set methods - Analyses variational methods containing classical analysis of variational methods, modern analysis such as G-norm properties, and non-convex calculus of variations - Uses numerical examples to enhance the theory This book is geared towards graduate students and researchers in applied mathematics. It can serve as a main text for graduate courses in image processing and inverse problems or as a supplemental text for courses on regularization. Researchers and computer scientists in the area of imaging science will also find this book useful
- Language
- eng
- Extent
- 1 online resource (xiii, 320 pages)
- Contents
-
- Part I: Fundamentals of Imaging
- Case examples of imaging
- Image and Noise Models
- Part II: Regularization
- Variational Regularization Methods for the Solution of Inverse Problems
- Convex Regularization Methods for Denoising
- Variational Calculus for Non-convex Regularization
- Semi-group Theory and Scale Spaces
- Inverse Scale Spaces
- Part III: Mathematical Foundations
- Functional Analysis
- Weakly Differentiable Functions
- Convex Analysis and Calculus Variations
- Nomenclature
- References
- Index
- Isbn
- 9780387309316
- Label
- Variational methods in imaging
- Title
- Variational methods in imaging
- Statement of responsibility
- Otmar Scherzer [and others]
- Subject
-
- Bildgebendes Verfahren
- Bildgebendes Verfahren
- Bildverarbeitung
- Bildverarbeitung
- Imaging systems
- Imaging systems
- Imaging systems
- Imaging systems
- Numerische Mathematik
- Numerische Mathematik
- Variational principles
- Variational principles
- Variational principles
- Variational principles
- Variationsrechnung
- Variationsrechnung
- Language
- eng
- Summary
- This book is devoted to the study of variational methods in imaging. The presentation is mathematically rigorous and covers a detailed treatment of the approach from an inverse problems point of view. Key Features: - Introduces variational methods with motivation from the deterministic, geometric, and stochastic point of view - Bridges the gap between regularization theory in image analysis and in inverse problems - Presents case examples in imaging to illustrate the use of variational methods e.g. denoising, thermoacoustics, computerized tomography - Discusses link between non-convex calculus of variations, morphological analysis, and level set methods - Analyses variational methods containing classical analysis of variational methods, modern analysis such as G-norm properties, and non-convex calculus of variations - Uses numerical examples to enhance the theory This book is geared towards graduate students and researchers in applied mathematics. It can serve as a main text for graduate courses in image processing and inverse problems or as a supplemental text for courses on regularization. Researchers and computer scientists in the area of imaging science will also find this book useful
- Cataloging source
- GW5XE
- Dewey number
- 621.3670151564
- Illustrations
- illustrations
- Index
- index present
- LC call number
-
- QA1
- TK8315
- LC item number
-
- .A647 v.167
- .V37 2009
- Literary form
- non fiction
- Nature of contents
-
- dictionaries
- bibliography
- http://library.link/vocab/relatedWorkOrContributorDate
- 1964-
- http://library.link/vocab/relatedWorkOrContributorName
- Scherzer, Otmar
- Series statement
- Applied mathematical sciences
- Series volume
- v. 167
- http://library.link/vocab/subjectName
-
- Imaging systems
- Variational principles
- Bildverarbeitung
- Variationsrechnung
- Bildgebendes Verfahren
- Numerische Mathematik
- Imaging systems
- Variational principles
- Imaging systems
- Variational principles
- Bildverarbeitung
- Variationsrechnung
- Bildgebendes Verfahren
- Numerische Mathematik
- Label
- Variational methods in imaging, Otmar Scherzer [and others]
- Bibliography note
- Includes bibliographical references (pages 287-307) and index
- Carrier category
- online resource
- Carrier category code
-
- cr
- Carrier MARC source
- rdacarrier
- Color
- multicolored
- Content category
- text
- Content type code
-
- txt
- Content type MARC source
- rdacontent
- Contents
- Part I: Fundamentals of Imaging -- Case examples of imaging -- Image and Noise Models -- Part II: Regularization -- Variational Regularization Methods for the Solution of Inverse Problems -- Convex Regularization Methods for Denoising -- Variational Calculus for Non-convex Regularization -- Semi-group Theory and Scale Spaces -- Inverse Scale Spaces -- Part III: Mathematical Foundations -- Functional Analysis -- Weakly Differentiable Functions -- Convex Analysis and Calculus Variations -- Nomenclature -- References -- Index
- Control code
- 656399346
- Dimensions
- unknown
- Extent
- 1 online resource (xiii, 320 pages)
- Form of item
- online
- Isbn
- 9780387309316
- Media category
- computer
- Media MARC source
- rdamedia
- Media type code
-
- c
- Other control number
- 10.1007/978-0-387-69277-7
- Other physical details
- illustrations.
- http://library.link/vocab/ext/overdrive/overdriveId
- 978-0-387-30931-6
- Publisher number
- 11542032
- Specific material designation
- remote
- System control number
- (OCoLC)656399346
- Label
- Variational methods in imaging, Otmar Scherzer [and others]
- Bibliography note
- Includes bibliographical references (pages 287-307) and index
- Carrier category
- online resource
- Carrier category code
-
- cr
- Carrier MARC source
- rdacarrier
- Color
- multicolored
- Content category
- text
- Content type code
-
- txt
- Content type MARC source
- rdacontent
- Contents
- Part I: Fundamentals of Imaging -- Case examples of imaging -- Image and Noise Models -- Part II: Regularization -- Variational Regularization Methods for the Solution of Inverse Problems -- Convex Regularization Methods for Denoising -- Variational Calculus for Non-convex Regularization -- Semi-group Theory and Scale Spaces -- Inverse Scale Spaces -- Part III: Mathematical Foundations -- Functional Analysis -- Weakly Differentiable Functions -- Convex Analysis and Calculus Variations -- Nomenclature -- References -- Index
- Control code
- 656399346
- Dimensions
- unknown
- Extent
- 1 online resource (xiii, 320 pages)
- Form of item
- online
- Isbn
- 9780387309316
- Media category
- computer
- Media MARC source
- rdamedia
- Media type code
-
- c
- Other control number
- 10.1007/978-0-387-69277-7
- Other physical details
- illustrations.
- http://library.link/vocab/ext/overdrive/overdriveId
- 978-0-387-30931-6
- Publisher number
- 11542032
- Specific material designation
- remote
- System control number
- (OCoLC)656399346
Subject
- Bildgebendes Verfahren
- Bildgebendes Verfahren
- Bildverarbeitung
- Bildverarbeitung
- Imaging systems
- Imaging systems
- Imaging systems
- Imaging systems
- Numerische Mathematik
- Numerische Mathematik
- Variational principles
- Variational principles
- Variational principles
- Variational principles
- Variationsrechnung
- Variationsrechnung
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<div class="citation" vocab="http://schema.org/"><i class="fa fa-external-link-square fa-fw"></i> Data from <span resource="http://link.library.missouri.edu/portal/Variational-methods-in-imaging-Otmar-Scherzer/RoDS8aQSXeU/" typeof="Book http://bibfra.me/vocab/lite/Item"><span property="name http://bibfra.me/vocab/lite/label"><a href="http://link.library.missouri.edu/portal/Variational-methods-in-imaging-Otmar-Scherzer/RoDS8aQSXeU/">Variational methods in imaging, Otmar Scherzer [and others]</a></span> - <span property="potentialAction" typeOf="OrganizeAction"><span property="agent" typeof="LibrarySystem http://library.link/vocab/LibrarySystem" resource="http://link.library.missouri.edu/"><span property="name http://bibfra.me/vocab/lite/label"><a property="url" href="http://link.library.missouri.edu/">University of Missouri Libraries</a></span></span></span></span></div>
