Mathematical Methods in Signal Processing and Digital Image Analysis

• Corporate Author: SpringerLink (Online service)
• Other Authors: Dahlhaus, Rainer (Editor), Kurths, Jürgen (Editor), Maass, Peter (Editor), Timmer, Jens (Editor)
• Format: Electronic eBook
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg, 2008.
• Series: Understanding Complex Systems,
• Subjects: Computer science.; Computer graphics.; Information theory.; Statistical physics.; Dynamical systems.; Computer Science.; Computer Imaging, Vision, Pattern Recognition and Graphics.; Information and Communication, Circuits.; Statistical Physics, Dynamical Systems and Complexity.; Signal, Image and Speech Processing.

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 mathe...

Table of Contents:

• Multivariate Time Series Analysis
• Surrogate Data — A Qualitative and Quantitative Analysis
• Multiscale Approximation
• Inverse Problems and Parameter Identification in Image Processing
• Analysis of Bivariate Coupling by Means of Recurrence
• Structural Adaptive Smoothing Procedures
• Nonlinear Analysis of Multi-Dimensional Signals: Local Adaptive Estimation of Complex Motion and Orientation Patterns.