Description
Book SynopsisThis 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 ContentsPreface.
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.
