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Titlebook: Variational Methods in Imaging; Otmar Scherzer,Markus Grasmair,Frank Lenzen Textbook 2009 Springer-Verlag New York 2009 Calculus of Variat

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书目名称Variational Methods in Imaging
编辑Otmar Scherzer,Markus Grasmair,Frank Lenzen
视频videohttp://file.papertrans.cn/981/980594/980594.mp4
概述Introduces variational methods with motivation from the deterministic, geometric and stochastic point of view.Presents case examples in imaging to illustrate the use of variational methods e.g. denois
丛书名称Applied Mathematical Sciences
图书封面Titlebook: Variational Methods in Imaging;  Otmar Scherzer,Markus Grasmair,Frank Lenzen Textbook 2009 Springer-Verlag New York 2009 Calculus of Variat
描述.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
出版日期Textbook 2009
关键词Calculus of Variations; acoustics; image analysis; image processing; imaging science; inverse problems; re
版次1
doihttps://doi.org/10.1007/978-0-387-69277-7
isbn_softcover978-1-4419-2166-6
isbn_ebook978-0-387-69277-7Series ISSN 0066-5452 Series E-ISSN 2196-968X
issn_series 0066-5452
copyrightSpringer-Verlag New York 2009
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designation for some branch of mathematics. The collocation ‘combinatorial group theory‘ seems to ap­ pear first as the title of the book by A. Karras, W. Magnus, and D. Solitar [182] and, later on, it served as the title of the book by R. C. Lyndon and P. Schupp [247]. Nowadays, specialists do not
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Otmar Scherzer,Markus Grasmair,Harald Grossauer,Markus Haltmeier,Frank Lenzen preserving design information during that process. One of the problems encountered in many automated synthesis systems is that no information is provided describing the relationships between the various intermediate representations of the design that exist in the system. One feeds a design specific
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Otmar Scherzer,Markus Grasmair,Harald Grossauer,Markus Haltmeier,Frank Lenzenses on top of it a well–defined network model is needed for simulations and other kinds of experiments. Thus, given an observable network structure, models try to explain how they could have evolved. But sometimes also the opposite question is important: given a system with specific constraints what
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Otmar Scherzer,Markus Grasmair,Harald Grossauer,Markus Haltmeier,Frank Lenzenns with an initial shape of nodes . and, in every time step ., by applying (in parallel) one or more . of a specific type to the current shape-instance ., generates the next instance ., always satisfying .. Our goal is to characterize the classes of shapes that can be constructed in . or polylog . t
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Otmar Scherzer,Markus Grasmair,Harald Grossauer,Markus Haltmeier,Frank Lenzen data of all Internet of Things (IoT) sensors. Since UAVs are powered by a battery that has a limited amount of energy, we assume that the total energy consumed in the flying tour of each UAV is bounded by a given budget .. We study this problem in a scenario with neighbourhoods where a UAV can coll
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