Mathematical Morphology and Its Applications to Image and Signal Processing
Mathematical morphology (MM) is a powerful methodology for the quantitative analysis of geometrical structures. It consists of a broad and coherent collection of theoretical concepts, nonlinear signal operators, and algorithms aiming at extracting, from images or other geometrical objects, informati...
| Other Authors: | , , |
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| Format: | eBook |
| Language: | English |
| Published: |
New York, NY
Springer US
1996, 1996
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| Edition: | 1st ed. 1996 |
| Series: | Computational Imaging and Vision
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| Subjects: | |
| Online Access: | |
| Collection: | Springer Book Archives -2004 - Collection details see MPG.ReNa |
Table of Contents:
- Geometrical and Topological Characterization of Cork Cells by Digital Image Analysis
- Author Index
- Implementing Morphological Image Operators via Trained Neural Networks
- Granulometries, Texture
- Optimal and Adaptive Design of Reconstructive Granulometric Filters
- Periodic Lines and Their Application to Granulometries
- Local Grayscale Granulometries Based on Opening Trees
- Integrating Size Information into Intensity Histogram
- Probabilistic Model of Rough Surfaces Obtained by Electro-Erosion
- A Textural Analysis by Mathematical Morphology
- Segmentation
- Computation of Watersheds Based on Parallel Graph Algorithms
- Segmentation Algorithm by Multicriteria Region Merging
- Temporal Stability in Sequence Segmentation using the Watershed Algorithm
- The Dynamics of Minima and Contours
- A Morphological Interpolation Method for Mosaic Images
- Image Sequence Analysis
- Multivalued Morphology and its Application in Moving Object Segmentation and Tracking
- Mathematical Morphology for Image Sequences using the Knowledge of Dynamics
- Quadratic Structuring Functions in Mathematical Morphology
- MRL-Filters and their Adaptive Optimal Design for Image Processing
- Weighted Composite Order-Statistics Filters: Optimal Morphological Pattern Recognition
- Nonlinear Systems Related to Morphology
- Links Between Mathematical Morphology, Rough Sets, Fuzzy Logic and Higher Order Neural Networks
- Grey-Scale Soft Morphological Filter Optimization by Genetic Algorithms
- Soft Morphological Operators Based on Nonlinear Lp Mean Operators
- The Viterbi Optimal Runlength-Constrained Approximation Nonlinear Filter
- Algorithms, Architectures
- Recursive Morphology using Line Structuring Elements
- A Morphological Algorithm for Linear Segment Detection
- Toward the Optimal Decomposition of Arbitrarily Shaped Structuring Elements by Means of a Genetic Approach
- A Data Dependent Architecture Based on Seeded Region Growing Strategy for Advanced Morphological Operators
- Motion Picture Restoration Using Morphological Tools
- Segmentation-based Morphological Interpolation of Partition Sequences
- Learning, Document Analysis
- Set Operations on Closed Intervals and their Applications to the Automatic Programming of MMach’s
- Automatic Programming of MMach’s for OCR
- Morphological Preprocessing and Binarization for OCR Systems
- Adaptive Directional Morphology with Application to Document Analysis
- Applications
- Segmentation of 3D Pulmonary Trees Using Mathematical Morphology
- Automatic 3-Dimensional Segmentation of MR Brain Tissue using Filters by Reconstruction
- Watershed Analysis and Relaxation Labelling: A Cooperative Approach for the Interpretation of Cranial-MR Images Using a Statistical Digital Atlas
- Robust Extraction of AxonFibers from Large-scale Electron Micrograph Mosaics
- Strong Edge Features for Image Coding
- Water Depth Determination using Mathematical Morphology
- Theory
- Metric Convexity in the Context of Mathematical Morphology
- Support Function and Minkowski Addition of Non-Convex Sets
- Lattice Operators Underlying Dynamic Systems
- Comparison of Multiscale Morphology Approaches: PDE Implemented via Curve Evolution versus Chamfer Distance Transforms
- An Attribute-Based Approach to Mathematical Morphology
- Spatially-Variant Mathematical Morphology: Minimal Basis Representation
- The Generalized Tailor Problem
- Discrete Random Functions: Modeling and Analysis Using Mathematical Morphology
- Morphological Sampling of Random Closed Sets
- Connectivity
- Connectivity on complete lattices
- Practical Extensions of Connected Operators
- Region Adjacency Graphs and Connected Morphological Operators
- Space Connectivity and Translation-Invariance
- Filtering
- Morphological Filters for Dummies
- Alternating Sequential Filters by Adaptive-Neighborhood Structuring Functions