Mathematical Methods in Time Series Analysis and Digital Image 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...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Dahlhaus, Rainer (Editor ), Kurths, Jürgen (Editor ), Maass, Peter (Editor ), Timmer, Jens (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2008.
Edición:1st ed. 2008.
Colección:Understanding Complex Systems,
Temas:
Image processing-Digital techniques.
Computer vision.
Computer science-Mathematics.
System theory.
Signal processing.
Mathematical physics.
Computer Imaging, Vision, Pattern Recognition and Graphics.
Mathematical Applications in Computer Science.
Complex Systems.
Signal, Speech and Image Processing .
Theoretical, Mathematical and Computational Physics.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • 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.

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