Research Catalog
Variational methods in imaging
- Title
- Variational methods in imaging / Otmar Scherzer [and others].
- Publication
- New York ; London : Springer, 2008.
Items in the Library & Off-site
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1 Item
| Status | Format | Access | Call Number | Item Location |
|---|---|---|---|---|
| Text | Request in advance | TK8315 .V37 2008g | Off-site |
Details
- Additional Authors
- Scherzer, Otmar, 1964-
- Description
- xiii, 320 pages : illustrations; 25 cm.
- Summary
- "This book: introduces variational methods informed by the deterministic, geometric and stochastic point of view; presents case examples in imaging to illustrate the use of variational methods e.g. denoising, thermoacoustics, and computerized tomography; discusses the link between nonconvex calculus of variations, morphological analysis and level set methods; and analyses variational methods containing classical analysis of variational methods, modern analysis such as G-norm properties and nonconvex calculus of variations Includes additional material and images online."--BOOK JACKET.
- Series Statement
- Applied mathematical sciences ; 167
- Uniform Title
- Applied mathematical sciences (Springer-Verlag New York Inc.) ; v. 167.
- Subject
- Contents
- Pt. I. Fundamentals of Imaging -- 1. Case Examples of Imaging -- 2. Image and Noise Models -- Pt. II. Regularization -- 3. Variational Regularization Methods for the Solution of Inverse Problems -- 4. Convex Regularization Methods for Denoising -- 5. Variational Calculus for Non-convex Regularization -- 6. Semi-group Theory and Scale Spaces -- 7. Inverse Scale Spaces -- Pt. III. Mathematical Foundations -- 8. Functional Analysis -- 9. Weakly Differentiable Functions -- 10. Convex Analysis and Calculus of Variations.
- ISBN
- 9780387309316 (hbk.)
- 0387309314 (hbk.)
- OCLC
- ocn234298493
- 234298493
- SCSB-5445452
- Owning Institutions
- Columbia University Libraries