Mathematical Methods in Signal Processing and Digital Image Analysis

  • Rainer Dahlhaus
  • Jürgen Kurths
  • Peter Maass
  • Jens Timmer

Part of the Understanding Complex Systems book series (UCS)

Table of contents

  1. Front Matter
    Pages I-XIV
  2. Björn Schelter, Rainer Dahlhaus, Lutz Leistritz, Wolfram Hesse, Bärbel Schack, Jürgen Kurths et al.
    Pages 1-40
  3. Thomas Maiwald, Enno Mammen, Swagata Nandi, Jens Timmer
    Pages 41-74
  4. Stephan Dahlke, Peter Maass, Gerd Teschke, Karsten Koch, Dirk Lorenz, Stephan Müller et al.
    Pages 75-109
  5. Jens F. Acker, Benjamin Berkels, Kristian Bredies, Mamadou S. Diallo, Marc Droske, Christoph S. Garbe et al.
    Pages 111-151
  6. Christoph Bandt, Andreas Groth, Norbert Marwan, M. Carmen Romano, Marco Thiel, Michael Rosenblum et al.
    Pages 153-182
  7. Jürgen Franke, Rainer Dahlhaus, Jörg Polzehl, Vladimir Spokoiny, Gabriele Steidl, Joachim Weickert et al.
    Pages 183-229
  8. Christoph S. Garbe, Kai Krajsek, Pavel Pavlov, Björn Andres, Matthias Mühlich, Ingo Stuke et al.
    Pages 231-288
  9. Back Matter
    Pages 289-293

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/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.


Approximation algorithm algorithms digital image processing dynamical systems image analysis image processing imaging multivariate time series signal processing

Editors and affiliations

  • Rainer Dahlhaus
    • 1
  • Jürgen Kurths
    • 2
  • Peter Maass
    • 3
  • Jens Timmer
    • 4
  1. 1.Inst. Angewandte MathematikUniversität HeidelbergHeidelbergGermany
  2. 2.Inst. Physik, LS Theoretische PhysikUniversität PotsdamPotsdamGermany
  3. 3.FB 3 Mathematik/Informatik Zentrum TechnomathematikUniversität BremenBremenGermany
  4. 4.Zentrum DatenanalyseUniversität FreiburgFreiburgGermany

Bibliographic information