Understanding Complex Systems

Mathematical Methods in Time Series Analysis and Digital Image Processing

Editors: Dahlhaus, R., Kurths, J., Maass, P., Timmer, J. (Eds.)

  • Coherently summarizes work carried out in the field of theoretical signal and image processing
  • Focuses on non-linear and non-parametric models for time series as well as on adaptive methods in image processing
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eBook $109.00
price for USA (gross)
  • ISBN 978-3-540-75632-3
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Hardcover $139.00
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valid through November 5, 2017
  • ISBN 978-3-540-75631-6
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  • Usually dispatched within 3 to 5 business days.
Softcover $139.00
price for USA
valid through November 5, 2017
  • ISBN 978-3-642-09482-8
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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.

Table of contents (7 chapters)

  • Multivariate Time Series Analysis

    Schelter, Björn (et al.)

    Pages 1-40

  • Surrogate Data — A Qualitative and Quantitative Analysis

    Maiwald, Thomas (et al.)

    Pages 41-74

  • Multiscale Approximation

    Dahlke, Stephan (et al.)

    Pages 75-109

  • Inverse Problems and Parameter Identification in Image Processing

    Acker, Jens F. (et al.)

    Pages 111-151

  • Analysis of Bivariate Coupling by Means of Recurrence

    Bandt, Christoph (et al.)

    Pages 153-182

Buy this book

eBook $109.00
price for USA (gross)
  • ISBN 978-3-540-75632-3
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $139.00
price for USA
valid through November 5, 2017
  • ISBN 978-3-540-75631-6
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $139.00
price for USA
valid through November 5, 2017
  • ISBN 978-3-642-09482-8
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

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
Copyright
2008
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-540-75632-3
DOI
10.1007/978-3-540-75632-3
Hardcover ISBN
978-3-540-75631-6
Softcover ISBN
978-3-642-09482-8
Series ISSN
1860-0832
Edition Number
1
Number of Pages
XIV, 294
Number of Illustrations and Tables
96 b/w illustrations, 13 illustrations in colour
Topics