Description

Book Synopsis
This text covers key mathematical principles and algorithms for nonlinear filters used in image processing. It offers insight into the underlying mathematical and filter design methodologies needed to construct and use nonlinear filters in a variety of applications.

Table of Contents
Preface.

Logical Image Operators (E. Dougherty & J. Barrera).

Computational Gray-Scale Operators (E. Dougherty & J. Barrera).

Translation-Invariant Set Operators (E. Dougherty).

Granulometric Filters (E. Dougherty & Y. Chen)

Easy Recipes for Morphological Filters (H. Heijmans).

Introduction to Connected Operators (H. Heijmans).

Representation and Optimization of Stack Filters (J. Astola & P. Kuosmanen).

Invariant Signals of Median and Stack Filters (J. Astola & P. Kuosmanen).

Binary Polynomial Transforms and Logical Correlation (K. Egiazarian, et al.).

Applications of Binary Polynomial Transforms (K. Egiazarian, et al.).

Random Sets in View of Image Filtering Applications (I. Molchanov).

Index.

Nonlinear Filters for Image Processing

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    A Hardback by Edward R. Dougherty, Jaakko Astola

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      Book details

      Publisher John Wiley & Sons Inc
      Published 11 June 1999
      ISBN-13 9780780353855
      978-0780353855
      ISBN-10 0780353854
      Also in:
      Mathematics Nonlinear science Applied optics Electronics and communications engineering

      Description

      Book Synopsis
      This text covers key mathematical principles and algorithms for nonlinear filters used in image processing. It offers insight into the underlying mathematical and filter design methodologies needed to construct and use nonlinear filters in a variety of applications.

      Table of Contents
      Preface.

      Logical Image Operators (E. Dougherty & J. Barrera).

      Computational Gray-Scale Operators (E. Dougherty & J. Barrera).

      Translation-Invariant Set Operators (E. Dougherty).

      Granulometric Filters (E. Dougherty & Y. Chen)

      Easy Recipes for Morphological Filters (H. Heijmans).

      Introduction to Connected Operators (H. Heijmans).

      Representation and Optimization of Stack Filters (J. Astola & P. Kuosmanen).

      Invariant Signals of Median and Stack Filters (J. Astola & P. Kuosmanen).

      Binary Polynomial Transforms and Logical Correlation (K. Egiazarian, et al.).

      Applications of Binary Polynomial Transforms (K. Egiazarian, et al.).

      Random Sets in View of Image Filtering Applications (I. Molchanov).

      Index.

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