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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
11.
Implementation and Computational Aspects
11.1.
Algorithm Design
11.1.1.
Efficient Implementation Strategies
11.1.2.
Memory Management
11.1.3.
Computational Complexity
11.2.
Structuring Element Optimization
11.2.1.
Decomposition Algorithms
11.2.2.
Separable Elements
11.2.3.
Approximation Techniques
11.3.
Parallel Processing
11.3.1.
Parallelization Strategies
11.3.2.
GPU Implementation
11.3.3.
Distributed Computing
11.4.
Software Libraries and Tools
11.4.1.
Available Implementations
11.4.2.
Performance Considerations
11.4.3.
Integration with Image Processing Pipelines
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12. Practical Applications