Otmar Scherzer,Markus Grasmair,Harald Grossauer,Markus's Variational Methods in Imaging: 167 (Applied Mathematical PDF

By Otmar Scherzer,Markus Grasmair,Harald Grossauer,Markus Haltmeier,Frank Lenzen

This ebook is dedicated to the research of variational equipment in imaging. The presentation is mathematically rigorous and covers a close therapy of the strategy from an inverse difficulties aspect of view.
Key good points: (1) Introduces variational tools with motivation from the deterministic, geometric, and stochastic perspective. (2) Bridges the distance among regularization conception in picture research and in inverse difficulties. (3) provides case examples in imaging to demonstrate using variational tools e.g. denoising, thermoacoustics, automated tomography. (4) Discusses hyperlink among non-convex calculus of diversifications, morphological research, and point set equipment. (5) Analyses variational equipment containing classical research of variational equipment, smooth research similar to G-norm houses, and non-convex calculus of diversifications. (6) makes use of numerical examples to augment the theory.
This e-book is geared in the direction of graduate scholars and researchers in utilized arithmetic. it will possibly function a chief textual content for graduate classes in photo processing and inverse difficulties or as a supplemental textual content for classes on regularization. Researchers and computing device scientists within the zone of imaging technological know-how also will locate this publication useful.

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Variational Methods in Imaging: 167 (Applied Mathematical Sciences) by Otmar Scherzer,Markus Grasmair,Harald Grossauer,Markus Haltmeier,Frank Lenzen

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