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Sinopsis
This book focuses on variational methods in imaging science. Many numerical examples accompany the theory throughout the text. This systematic presentation includes additional material and images available on the website. It is geared towards graduate students and researchers in applied mathematics. Researchers in the area of imaging science will also find this book appealing. It can serve as a main text in courses in image processing or as a supplemental text for courses on regularization and inverse problems at the graduate level.
"Sinopsis" puede pertenecer a otra edición de este libro.
De la contraportada
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.
"Sobre este título" puede pertenecer a otra edición de este libro.
- EditorialSpringer
- Año de publicación2010
- ISBN 10 1441921664
- ISBN 13 9781441921666
- EncuadernaciónTapa blanda
- IdiomaInglés
- Número de páginas336
- Contacto del fabricanteno disponible
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Variational Methods in Imaging (Applied Mathematical Sciences, 167)
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Variational Methods in Imaging
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Springer New York Nov 2010, 2010
ISBN 10: 1441921664
ISBN 13: 9781441921666
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Taschenbuch. Condición: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -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. Many numerical examples accompany the theory throughout the text.It is geared towards graduate students and researchers in applied mathematics. Researchers in the area of imaging science will also find this book appealing. It canserveas a main text in courses in image processing or as a supplemental text for courses on regularization and inverse problems at the graduate level. 336 pp. Englisch. Nº de ref. del artículo: 9781441921666
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Variational Methods in Imaging
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Condición: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Introduces variational methods with motivation from the deterministic, geometric and stochastic point of viewPresents case examples in imaging to illustrate the use of variational methods e.g. denoising, thermoacoustics, computerized tomography. Nº de ref. del artículo: 4172697
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Variational Methods in Imaging
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Springer New York, Springer US, 2010
ISBN 10: 1441921664
ISBN 13: 9781441921666
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Taschenbuch. Condición: Neu. Druck auf Anfrage Neuware - Printed after ordering - 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 theoryThis 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. Nº de ref. del artículo: 9781441921666
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Variational Methods in Imaging (Applied Mathematical Sciences, 167)
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Variational Methods in Imaging (Applied Mathematical Sciences)
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Variational Methods in Imaging
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ISBN 10: 1441921664
ISBN 13: 9781441921666
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