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Free ebooks More computer ebooks Networking Image Processing Using Pulse Coupled Neural Networks (Second Revised Edition)

Image Processing Using Pulse Coupled Neural Networks (Second Revised Edition)

image processing using pulse coupled neural networks1 - Introduction and Theory
1.1 General Aspects
1.2 The State of Traditional Image Processing
1.3 Visual Cortex Theory
2 - Theory of Digital Simulation
2.1 The Pulse-Coupled Neural Network
2.2 The ICM – A Generalized Digital Model
3 - Automated Image Object Recognition
3.1 Important Image Features
3.2 Image Segmentation – A Red Blood Cell Example
3.3 Image Segmentation – A Mammography Example
4 - Image Fusion
4.1 The Multi-spectral Model
4.2 Pulse-Coupled Image Fusion Design
4.3 A Colour Image Example
5 - Image Texture Processing
5.1 Pulse Spectra
5.2 Statistical Separation of the Spectra
5.3 Recognition Using Statistical Methods
6 - Image Signatures
6.1 Image Signature Theory
6.2 The Signatures of Objects
6.3 The Signatures of Real Images
7 - Miscellaneous Applications
7.1 Foveation
7.2 Histogram Driven Alterations
7.3 Maze Solutions
8 - Hardware Implementations
8.1 Theory of Hardware Implementation
8.2 Implementation on a CNAPs Processor
8.3 Implementation in VLSI
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