03322nam 22005775 450 991031194050332120200701184700.03-030-01458-410.1007/978-3-030-01458-2(CKB)4100000007598427(DE-He213)978-3-030-01458-2(MiAaPQ)EBC6312680(PPN)235004332(EXLCZ)99410000000759842720190206d2018 u| 0engurnn|008mamaatxtrdacontentcrdamediacrrdacarrierMathematical Image Processing /by Kristian Bredies, Dirk Lorenz1st ed. 2018.Cham :Springer International Publishing :Imprint: Birkhäuser,2018.1 online resource (XIII, 473 p. 129 illus., 22 illus. in color.) Applied and Numerical Harmonic Analysis,2296-50093-030-01457-6 Includes bibliographical references and index.Introduction -- Mathematical preliminaries -- Basic tools -- Frequency and multiscale methods -- Partial differential equations in image processing -- Variational methods.This book addresses the mathematical aspects of modern image processing methods, with a special emphasis on the underlying ideas and concepts. It discusses a range of modern mathematical methods used to accomplish basic imaging tasks such as denoising, deblurring, enhancing, edge detection and inpainting. In addition to elementary methods like point operations, linear and morphological methods, and methods based on multiscale representations, the book also covers more recent methods based on partial differential equations and variational methods. Review of the German Edition: The overwhelming impression of the book is that of a very professional presentation of an appropriately developed and motivated textbook for a course like an introduction to fundamentals and modern theory of mathematical image processing. Additionally, it belongs to the bookcase of any office where someone is doing research/application in image processing. It has the virtues of a good and handy reference manual. (zbMATH, reviewer: Carl H. Rohwer, Stellenbosch).Applied and Numerical Harmonic Analysis,2296-5009Mathematical modelsApplied mathematicsEngineering mathematicsMathematical Modeling and Industrial Mathematicshttps://scigraph.springernature.com/ontologies/product-market-codes/M14068Applications of Mathematicshttps://scigraph.springernature.com/ontologies/product-market-codes/M13003Mathematical models.Applied mathematics.Engineering mathematics.Mathematical Modeling and Industrial Mathematics.Applications of Mathematics.621.367621.3670151Bredies Kristianauthttp://id.loc.gov/vocabulary/relators/aut767840Lorenz Dirkauthttp://id.loc.gov/vocabulary/relators/autMiAaPQMiAaPQMiAaPQBOOK9910311940503321Mathematical Image Processing2093325UNINA