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Mathematics
Morphology
1. Introduction to Mathematical Morphology
2. Foundational Mathematical Concepts
3. Structuring Elements
4. Primary Morphological Operations
5. Compound Morphological Operations
6. Morphological Filtering and Enhancement
7. Pattern Detection and Shape Analysis
8. Grayscale Morphology
9. Advanced Morphological Concepts
10. Theoretical Frameworks and Extensions
11. Implementation and Computational Aspects
12. Practical Applications
Primary Morphological Operations
Dilation
Mathematical Definition
Minkowski Addition Formulation
Set-Theoretic Definition
Geometric Interpretation
Expansion of Objects
Growth Process
Properties
Increasingness
Translation Invariance
Associativity
Commutativity with Respect to Structuring Element
Effects on Image Features
Bridging Small Gaps
Expanding Object Boundaries
Filling Small Holes
Erosion
Mathematical Definition
Minkowski Subtraction Formulation
Set-Theoretic Definition
Geometric Interpretation
Shrinking of Objects
Removal Process
Properties
Anti-Extensivity
Translation Invariance
Associativity
Effects on Image Features
Removing Small Objects
Shrinking Object Boundaries
Separating Connected Objects
Duality Relationship
Mathematical Duality
Complementarity Properties
De Morgan's Laws in Morphology
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3. Structuring Elements
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5. Compound Morphological Operations