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9781420089431

Image Processing and Mathematical Morphology: Fundamentals and Applications

by ;
  • ISBN13:

    9781420089431

  • ISBN10:

    1420089439

  • Edition: 1st
  • Format: Hardcover
  • Copyright: 2009-03-23
  • Publisher: CRC Press

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Summary

Exceptionally comprehensive, this text covers both basic and advanced techniques in image processing and mathematical morphology. It goes beyond the technical to instruct readers on the fundamental theoretical framework required to understand as well as develop extensive advanced techniques. It includes image enhancement, edge detection and linking, order statistics morphology, regulated morphology, alternating sequential morphology, recursive morphology, soft morphology, fuzzy morphology, and sweep morphology. It also discusses practical applications, such as distance transformation, feature extraction, object representation and recognition, shape description, and shortest path planning. The principles are thoroughly illustrated with graphs and examples.

Table of Contents

Introduction to Mathematical Morphology
Basic Concept in Digital Image Processing
Brief History of Mathematical Morphology
Essential Morphological Approach to Image Analysis
Scope of This Book
References
Appendix: Selected List of Books on Image Processing and Mathematical Morphology
Binary Morphology
Set Operations on Binary Images
Logical Operations on Binary Images
Binary Dilation
Binary Erosion
Opening and Closing
Hit-or-Miss Transformation
Grayscale Morphology
Grayscale Dilation and Erosion
Table of Contents provided by Publisher. All Rights Reserved.

Supplemental Materials

What is included with this book?

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