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Image Representation and Processing A Recursive Approach

Recently, much attention has been paid to image processing with multiresolution and hierarchical structures such as pyramids and trees. This volume deals with recursive pyramids, which combine the advantages of available multiresolution structures and which are convenient both for global and local i...

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Bibliographic Details
Main Authors: Alexandrov, V.V., Gorsky (Author)
Format: eBook
Language:English
Published: Dordrecht Springer Netherlands 1993, 1993
Edition:1st ed. 1993
Series:Mathematics and Its Applications
Subjects:
Coding And Information Theory
Coding Theory
Image Processing / Digital Techniques
Computer Vision
Computer Networks 
Computer Imaging, Vision, Pattern Recognition And Graphics
Computer Engineering And Networks
Information Theory
Computer Engineering
Online Access:
Collection: Springer Book Archives -2004 - Collection details see MPG.ReNa
Table of Contents:
  • 1. Introduction
  • 1.1. Human and Machine Perception
  • 1.2. Representation of an Information Field
  • 1.3. Recursive Approach to Image Representation
  • 2. Recursive Structures and their Properties
  • 2.1 Recursive Descriptions and Recursive Structures
  • 2.2. Representation of Some Mathematical Objects by Recursive Structures
  • 2.3. The Enumeration of Cells in a Discrete Space
  • 2.4. Cartesian and Positional Coordinates. Operations with Positional Coordinates
  • 2.5. The Representation of Images with Pyramidal-Recursive Structures
  • 3. Pyramidal Image Models
  • 3.1. Comparison of Pyramidal-Recursive Structures and Two-dimensional Transforms
  • 3.2. The Model of Greyscale Image
  • 3.3. The Model of the Binary Image
  • 4. Image Coding and Progressive Transmission with Gradual Refinement
  • 4.1. Coding of Greyscale Images
  • 4.2. Comparison of Some Image Coding Algorithms
  • 4.3. Transmission of Greyscale Images with Gradual Refinement
  • 4.4. Compression and Transmission of Binary Images
  • 5. Image Processing with Pyramidal-Recursive Structures
  • 5.1. Simple Operations with Images Represented by Truncated Trees
  • 5.2. Fast Template Matching
  • 5.3. Hierarchical Matching of Arbitrary-Oriented Template
  • 6. Applications of Pyramidal-Recursive Structures and Algorithms
  • 6.1. Data Flow Organization in Image Processing Systems
  • 6.2. Optical Character Recognition
  • 6.3. Modelling of Ore Milling
  • 6.4. Special Devices for Image Processing
  • 6.5. On Expert Systems Simulating Human Visual Perception

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