Morphological image analysis : principles and applications

Bibliographic Information

Morphological image analysis : principles and applications

Pierre Soille

Springer Verlag, c1999

Other Title

Morphologische Bildverarbeitung

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Note

Includes bibliographical references and indexes

Description and Table of Contents

Description

This is a self-contained text in the sense that it is accessible to engineers, scientists, and practitioners having no prior experience with morphology. In addition, most necessary background notions about digital image processing are covered. The emphasis being put on the techniques useful for solving practical problems rather than the theory underlying mathematical morphology. No special knowledge about set theory and topology is required. Nevertheless, the book goes beyond an introduction to mathematical morphology. Starting from the fundamental transformations, more elaborate methods which have proved their practical usefulness are explained. This is achieved through a step-by-step process pursued until the most modern advances.

Table of Contents

  • Background notions
  • erosion and dilation
  • opening and closing
  • hit or miss and skeletons
  • geodesic transformations
  • geodesic metrics
  • filtering
  • segmentation
  • classification
  • application fields.

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