1. An Introduction to
Machine Vision
1.1 Human, Computer
and Machine Vision
1.2 Vision System Hardware
1.3 Vision System Software
1.4 Machine Vision System
Design
1.5 NeatVision: Where Java
meets Machine Vision
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2. Java Fundamentals
2.1 The History
of Java
2.2 Object Oriented Programming
2.3 Java Language Basics
2.4 Applications and Applets
2.5 Java and Image Processing
2.6 AdditionalClasses
2.7 Double Bu ering
2.8 Recent Additions toJava
for Imaging
2.9 Additional Information
on Java
2.10 Conclusion
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3. Machine Vision Techniques
3.1 Elementary Image
Processing Functions
3.2 LocalOperators
3.3 Binary Images
3.4 Global Image Transforms
3.5 Conclusion
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4. Mathematical Morphology
4.1 Binary Mathematical
Morphology
4.2 Grey Scale Mathematical
Morphology
4.3 Morphological Reconstruction
4.4 Morphological Segmentation
4.5 Case Study: Geometric
Packing
4.6 Morphological System
Implementation
4.7 Conclusion
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5. Texture Analysis
5.1 Texture and
Images
5.2 Edge Density
5.3 Monte-Carlo Method
5.4 Auto-Correlation Function
(ACF)
5.5 Fourier Spectral Analysis
5.6 Histogram Features
5.7 Grey Level Run Length
Method (GLRLM)
5.8 Grey Level Di erence
Method (GLDM)
5.9 Co-occurrence Analysis
5.10 Morphological Texture
Analysis
5.11 Fractal Analysis
5.12 Textural Energy
5.13 Texture Spectrum Method
5.14 Local Binary Patterns
(LBP)
5.15 Random Field Models
5.16 Spatial / Frequency
Methods
5.17 Autoregressive Model
5.18 Structural Approaches
to Texture Analysis
5.19 Conclusion
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6. Colour Image Analysis
6.1 ColourCameras
6.2 Red-Green-Blue (RGB)
Colour Representation
6.3 Hue-Saturation-Intensity
(HSI) Colour Representation
6.4 Opponent Process Representation
6.5 YIQ Colour Representation
6.6 YUV Colour Representation
6.7 CIE Chromaticity Diagram
6.8 CIEXYZ Colour Representation
6.9 CIELUV Colour Representation
6.10 CIELAB Colour Representation
6.11 Spatial CIELAB Colour
Representation
6.12 Programmable Colour
Filter (PCF)
6.13 Conclusion
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7. NeatVision: Visual
Programming for Machine Vision
7.1 Visual Programming
in NeatVision
7.2 Java Programming in
NeatVision
7.3 The NeatVision Application
7.4 Sample Applications
7.5 Conclusion
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A. NeatVision Graphic File
Formats
B. NeatVision Imaging API
Speci cation
C. NeatVision Components
References
Index
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