Topology of Digital Images Visual Pattern Discovery in Proximity Spaces /

Topology of Digital Images Visual Pattern Discovery in Proximity Spaces /

This book carries forward recent work on visual patterns and structures in digital images and introduces a near set-based a topology of digital images. Visual patterns arise naturally in digital images viewed as sets of non-abstract points endowed with some form of proximity (nearness) relation. Pro...

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Bibliographic Details
Published in:Springer eBooks
Main Author: Peters, James F. (Author)
Corporate Author: SpringerLink (Online service)
Format: eBook
Language:English
Published: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2014.
Series:Intelligent Systems Reference Library,
Subjects:
engineering.
Artificial intelligence.
Computer vision.
Engineering.
Computational Intelligence.
Image Processing and Computer Vision.
Artificial Intelligence (incl. Robotics).
Online Access:http://dx.doi.org/10.1007/978-3-642-53845-2
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Table of Contents:
  • Preface
  • 1 Topology of Digital Images: Basic Ingredients
  • 2 Structures Arising from Sets of Pixels
  • 3 Visualisations and Covers
  • 4 Linear Filtering and Visual Patterns in Images
  • 5 Edges, Lines, Ridges, and Nearness Structures
  • 6 Corners and Symmetric Proximity
  • 7 Separation of Image Regions and Set Patterns
  • 8 Descriptive Raster Spaces
  • 9 Component Analysis and Uniform Spaces
  • 10 Shapes and Shape Set Patterns
  • 11 Texture and Texture Set Patterns
  • 12 Pattern-Based Picture Classification
  • 13 Appendix: Matlab and Mathematica Scripts
  • 14 Notes and Further Readings.

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