Mathematical Methods in Signal Processing and Digital Image Analysis

• Corporate Author: SpringerLink (Online service)
• Other Authors: Dahlhaus, Rainer (Editor), Kurths, Jürgen (Editor), Maass, Peter (Editor), Timmer, Jens (Editor)
• Format: Electronic eBook
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg, 2008.
• Series: Understanding Complex Systems,
• Subjects: Computer science.; Computer graphics.; Information theory.; Statistical physics.; Dynamical systems.; Computer Science.; Computer Imaging, Vision, Pattern Recognition and Graphics.; Information and Communication, Circuits.; Statistical Physics, Dynamical Systems and Complexity.; Signal, Image and Speech Processing.
• Physical Description: XIV, 294 p. 109 illus., 13 illus. in color. online resource.
• ISBN: 9783540756323
• ISSN: 1860-0832

The aim of this volume is to bring together research directions in theoretical signal and imaging processing developed rather independently in electrical engineering, theoretical physics, mathematics and the computer sciences. In particular, mathematically justified algorithms and methods, the mathematical analysis of these algorithms, and methods as well as the investigation of connections between methods from time series analysis and image processing are reviewed. An interdisciplinary comparison of these methods, drawing upon common sets of test problems from medicine and geophysical/enviromental sciences, is also addressed. This volume coherently summarizes work carried out in the field of theoretical signal and image processing. It focuses on non-linear and non-parametric models for time series as well as on adaptive methods in image processing.