ENGLISH

Mathematical Methods in Time Series Analysis and Digital Image Processing (Understanding Complex Systems)

By Rainer Dahlhaus (editor) , Jürgen Kurths (editor) , Peter Maass (editor) , Jens Timmer (editor)

Book information

Publisher
Springer
Year
2008
ISBN
3540756310, 9783540756316
Language
english
Format
PDF
Filesize
6 MB (5834660 bytes)
Pages
308\304
Time added
2024-03-27 10:53:42

Description

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.

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