Mathematical Morphology in Image Processing: 1st Edition (Hardback) book cover

Mathematical Morphology in Image Processing

1st Edition

By Edward Dougherty

CRC Press

552 pages

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Hardback: 9780824787240
pub: 1992-09-25
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Description

Presents the statistical analysis of morphological filters and their automatic optical design, the development of morphological features for image signatures, and the design of efficient morphological algorithms. Extends the morphological paradigm to include other branches of science and mathematics.;This book is designed to be of interest to optical, electrical and electronics, and electro-optic engineers, including image processing, signal processing, machine vision, and computer vision engineers, applied mathematicians, image analysts and scientists and graduate-level students in image processing and mathematical morphology courses.

Table of Contents

About the Series

Preface

Contributors

1. Training Structuring Elements in Morphological Networks

Stephen S. Wilson

2. Efficient Design Strategies for the Optimal Binary Digital Morphological

Filter: Probabilities, Constraints, and Structuring-Element

Libraries

Edward R. Dougherty and Robert P. Loce

3. Statistical Properties of Discrete Morphological Filters

Jaakko Astola, Lasse Koskinen, and Yrjo Neuvo

4. Morphological Analysis of Pavement Surface Condition

Chakravarthy Bhagvati, Dimitri A. Grivas, and

Michael M. Skolnick

5.On Two Inverse Problems in Mathematical Morphology

Michel Schmitt

6.Graph Morphology in Image Analysis

Henk Heijmans and Luc Vincent

7. Mathematical Morphology with Noncommutative Symmetry Groups

Jos B. T. M. Roerdink

8. Morphological Algorithms

Luc Vincent

9. Discrete Half-Plane Morphology for Restricted Domains

Tapas Kanungo and Robert M. Haralick

10. On a Distance Function Approach for Gray-Level Mathematical

Morphology

Franq,oise Preteux

11. Invariant Characterizations and Pseudocharacterizations of Finite

Multidimensional Sets Based on Mathematical Morphology

Divyendu Sinha and Hanjin Lee

12. The Morphological Approach to Segmentation: The Watershed

Transformation

S. Beucher and F. Meyer

13. Anamorphoses and Function Lattices (Multivalued Morphology)

Jean Serra

Index

About the Series

Optical Science and Engineering

Learn more…

Subject Categories

BISAC Subject Codes/Headings:
MAT003000
MATHEMATICS / Applied
TEC015000
TECHNOLOGY & ENGINEERING / Imaging Systems