Mathematical Image Processing
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ISBN-13:
9783030014575
Veröffentl:
2019
Einband:
HC runder Rücken kaschiert
Erscheinungsdatum:
28.02.2019
Seiten:
488
Autor:
Dirk Lorenz
Gewicht:
893 g
Format:
241x160x32 mm
Serie:
Applied and Numerical Harmonic Analysis
Sprache:
Englisch
Beschreibung:
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.
The book sets out pragmatically and sensibly to introduce to the fast field of mathematical techniques in solving many specific problems in image processing
Introduction.- Mathematical preliminaries.- Basic tools.- Frequency and multiscale methods.- Partial differential equations in image processing.- Variational methods.
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