Topology of Digital Images Visual Pattern Discovery in Proximity Spaces /

• Κύριος συγγραφέας: Peters, James F. (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2014.
• Σειρά: Intelligent Systems Reference Library, 63
• Θέματα: Engineering.; Artificial intelligence.; Image processing.; Computational intelligence.; Computational Intelligence.; Image Processing and Computer Vision.; Artificial Intelligence (incl. Robotics).

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...

Πίνακας περιεχομένων:

• 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.