Mathematical Image Processing

• Main Authors: Bredies, Kristian (Author, http://id.loc.gov/vocabulary/relators/aut), Lorenz, Dirk (http://id.loc.gov/vocabulary/relators/aut)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Birkhäuser, 2018.
• Edition: 1st ed. 2018.
• Series: Applied and Numerical Harmonic Analysis,
• Subjects: Mathematical models.; Applied mathematics.; Engineering mathematics.; Mathematical Modeling and Industrial Mathematics.; Applications of Mathematics.

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 inpai...

Table of Contents:

• Introduction
• Mathematical preliminaries
• Basic tools
• Frequency and multiscale methods
• Partial differential equations in image processing
• Variational methods.