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/environmental 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.
| ISBN: | 9783540756316 |
| Publication date: | 10th January 2008 |
| Author: | Rainer Dahlhaus, Jürgen Kurths, Peter Maass, Jens Timmer |
| Publisher: | Springer an imprint of Springer Berlin Heidelberg |
| Format: | Hardback |
| Pagination: | 294 pages |
| Series: | Understanding Complex Systems |
| Genres: |
Image processing Cybernetics and systems theory Mathematical physics Electronics engineering Mathematical theory of computation Digital signal processing (DSP) |