Nonlinear Smoothing and Multiresolution Analysis

This monograph presents a new theory for analysis, comparison and design of nonlinear smoothers, linking to established practices. Although a part of mathematical morphology, the special properties yield many simple, powerful and illuminating results leading to a novel nonlinear multiresolution anal...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Rohwer, Carl (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Basel : Birkhäuser Basel : Imprint: Birkhäuser, 2005.
Edición:1st ed. 2005.
Colección:International Series of Numerical Mathematics, 150
Temas:
Mathematics.
Approximation theory.
Fourier analysis.
Operator theory.
Engineering mathematics.
Engineering-Data processing.
Signal processing.
Approximations and Expansions.
Fourier Analysis.
Operator Theory.
Mathematical and Computational Engineering Applications.
Signal, Speech and Image Processing .
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Operators on Sequences
  • Basic Rank Selectors, Pulses and Impulses
  • LULU-Smoothers, Signals and Ambiguity
  • LULU-Intervals, Noise and Co-idempotence
  • Smoothing and Approximation with Signals
  • Variation Reduction and Shape Preservation
  • Multiresolution Analysis of Sequences
  • The Discrete Pulse Transform
  • Fair Comparison with Linear Smoothers
  • Interpretation and Future.

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