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Mathematical Methods in Time Series Analysis and Digital Image Processing
Hardcover
Series: Understanding Complex Systems
General ComputersGeneral MathematicsPhysics
ISBN13: 9783540756316
Publisher: Springer
Published: Jan 10 2008
Pages: 294
Weight: 1.21
Height: 0.64 Width: 6.28 Depth: 9.39
Language: English
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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