Editors:
- Includes supplementary material: sn.pub/extras
Part of the book series: Understanding Complex Systems (UCS)
Buy it now
Buying options
Tax calculation will be finalised at checkout
Other ways to access
This is a preview of subscription content, log in via an institution to check for access.
Table of contents (7 chapters)
-
Front Matter
-
Back Matter
About this book
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.
Editors and Affiliations
-
Inst. Angewandte Mathematik, Universität Heidelberg, Heidelberg, Germany
Rainer Dahlhaus
-
Inst. Physik, LS Theoretische Physik, Universität Potsdam, Potsdam, Germany
Jürgen Kurths
-
FB 3 Mathematik/Informatik Zentrum Technomathematik, Universität Bremen, Bremen, Germany
Peter Maass
-
Zentrum Datenanalyse, Universität Freiburg, Freiburg, Germany
Jens Timmer
Bibliographic Information
Book Title: Mathematical Methods in Time Series Analysis and Digital Image Processing
Editors: Rainer Dahlhaus, Jürgen Kurths, Peter Maass, Jens Timmer
Series Title: Understanding Complex Systems
DOI: https://doi.org/10.1007/978-3-540-75632-3
Publisher: Springer Berlin, Heidelberg
eBook Packages: Physics and Astronomy, Physics and Astronomy (R0)
Copyright Information: Springer-Verlag Berlin Heidelberg 2008
Hardcover ISBN: 978-3-540-75631-6Published: 10 January 2008
Softcover ISBN: 978-3-642-09482-8Published: 22 November 2010
eBook ISBN: 978-3-540-75632-3Published: 20 December 2007
Series ISSN: 1860-0832
Series E-ISSN: 1860-0840
Edition Number: 1
Number of Pages: XIV, 294
Number of Illustrations: 96 b/w illustrations, 13 illustrations in colour
Topics: Computer Imaging, Vision, Pattern Recognition and Graphics, Information and Communication, Circuits, Complex Systems, Signal, Image and Speech Processing, Statistical Physics and Dynamical Systems