Image Processing and Mathematical Morphology —— Fundamentals and Applications

----- 图形处理与数学形态学

ISBN: 9781420089431 出版年：2017 页码：442 Shih, Frank Y CRC Press

Introduction to Mathematical Morphology Basic Concept in Digital Image Processing Brief History of Mathematical Morphology Essential Morphological Approach to Image Analysis Scope of This Book Binary Morphology Set Operations on Binary Images Logical Operations on Binary Images Binary Dilation Binary Erosion Opening and Closing Hit-or-Miss Transformation Grayscale Morphology Grayscale Dilation and Erosion Grayscale Dilation Erosion Duality Theorem Grayscale Opening and Closing Basic Morphological Algorithms Boundary Extraction Region Filling Extraction of Connected Components Convex Hull Thinning Thickening Skeletonization Pruning Morphological Edge Operator Basic Morphological Filters Alternating Sequential Filters Recursive Morphological Filters Soft Morphological Filters OSSM Filters RSM Filters (RSMFs) ROSSM Filters Regulated Morphological Filters Fuzzy Morphological Filters Distance Transformation DT by Iterative Operations DT by Mathematical Morphology Approximation of Euclidean Distances Decomposition of Distance SEs Iterative Erosion Algorithm Two Scan-Based Algorithm Three-Dimensional Euclidean Distance Acquiring Approaches Deriving Approaches 7 Feature Extraction Edge Linking by MM Corner Detection by Regulated Morphology Shape Database with Hierarchical Features Corner and Circle Detection Size Histogram Object Representation Object Representation and Tolerances Skeletonization or MA Transformation Morphological Shape Description Decomposition of Morphological Structuring Elements Decomposition of Geometric-Shaped SEs Decomposition of Binary SEs Decomposition of Grayscale SEs Architectures for Mathematical Morphology Threshold Decomposition of Grayscale Morphology into Binary Morphology Implementing Morphological Operations Using Programmable Neural Networks MLP as Processing Modules A Systolic Array Architecture Implementation on Multicomputers General Sweep Mathematical Morphology Theoretical Development of General Sweep MM Blending of Sweep Surfaces with Deformations Image Enhancement Edge Linking Geometric Modeling and Sweep MM Formal Language and Sweep Morphology Grammars Parsing Algorithms Morphological Approach to Shortest Path Planning Relationships between Shortest Path Finding and MM Rotational MM The Shortest Path-Finding Algorithm Experimental Results and Discussions Dynamic Rotational MM The Rule of Distance Functions in Shortest Path Planning Index