Mathematical morphology and its applications to image and signal processing / edited by John Goutsias, Luc Vincent, Dan S. Bloomberg.

Format:

Book

Conference/Event

Contributor:

Goutsias, John.

Vincent, Luc M.

Bloomberg, Dan S.

Conference Name:

International Symposium on Mathematical Morphology and its Applications to Image and Signal Processing (5th : 2000 : Palo Alto, Calif.)

Series:

Computational imaging and vision ; v. 18.

Computational imaging and vision ; v. 18

Language:

English

Subjects (All):

Image processing--Mathematics--Congresses.

Image processing.

Signal processing--Mathematics--Congresses.

Signal processing.

Digital filters (Mathematics)--Congresses.

Digital filters (Mathematics).

Physical Description:

1 online resource (456 p.)

Edition:

1st ed. 2000.

Place of Publication:

Boston : Kluwer Academic Publishers, c2000.

Language Note:

English

Summary:

Mathematical morphology is a powerful methodology for the processing and analysis of geometric structure in signals and images. This book contains the proceedings of the fifth International Symposium on Mathematical Morphology and its Applications to Image and Signal Processing, held June 26-28, 2000, at Xerox PARC, Palo Alto, California. It provides a broad sampling of the most recent theoretical and practical developments of mathematical morphology and its applications to image and signal processing. Areas covered include: decomposition of structuring functions and morphological operators, morphological discretization, filtering, connectivity and connected operators, morphological shape analysis and interpolation, texture analysis, morphological segmentation, morphological multiresolution techniques and scale-spaces, and morphological algorithms and applications. Audience: The subject matter of this volume will be of interest to electrical engineers, computer scientists, and mathematicians whose research work is focused on the theoretical and practical aspects of nonlinear signal and image processing. It will also be of interest to those working in computer vision, applied mathematics, and computer graphics.

Contents:

Theory

A Morphological View on Traditional Signal Processing

From the Sup-Decomposition to A Sequential Decomposition

Decomposition of Separable Concave Structuring Functions

Minkowski Sum Volume Minimization for Convex Polyhedra

Topological Properties of Hausdorff Discretizations

Vectorial Levelings and Flattenings

Shape Analysis and Interpolation

A Morphological Interpolation Approach — Geodesic Set Definition in Case of Empty Intersection

The Morphological-Affine Object Deformation

Affine Invariant Mathematical Morphology Applied to A Generic Shape Recognition Algorithm

Filtering

Folding Induced Self-Dual Filters

Flexible Linear Openings and Closings

Some Applications of Aperture Filters

GA Optimisation of Multidimensional Grey-Scale Soft Morphological Filters with Applications in Archive Film Restoration

Connectivity and Connected Operators

New Insight on Digital Topology

Approximate Connectivity and Mathematical Morphology

Multiresolution Connectivity: An Axiomatic Approach

Connected Operators Based on Region-Tree Pruning

Segmentation

Image Segmentation Based on the Derivative of the Morphological Profile

Flooding and Segmentation

A Morphological Multi-Scale Gradient for Color Image Segmentation

Automatic Watershed Segmentation of Color Images

Motion Segmentation Using Seeded Region Growing

A Segmentation Pyramid for the Interactive Segmentation of 3-D Images and Video Sequences

Partition Lattice Operators for Extraction of Semantic Video Objects

Texture Analysis

Morphological Granulometric Deconstruction

Surface Texture Classification from Morphological Transformations

Content Dependent Image Sampling Using Mathematical Morphology: Application to Mipmapping

Multiresolution Techniques and Scale-Spaces

Morphological Pyramids and Wavelets Based on the Quincunx Lattice

Morphological Scale-Space Operators: An Algebraic Framework

An Idempotent Scale-Space Approach for Morphological Segmentation

A Lattice Control Model of Fuzzy Dynamical Systems in State-Space

Algorithms

Efficient Dilation, Erosion, Opening and Closing Algorithms

Fast Morphological Attribute Operations Using Tarjan’s Union-Find Algorithm

A Change Detector Based on Level Sets

A General Algorithm for Computing Distance Transforms in Linear Time

The Ordered Queue and the Optimality of the Watershed Approaches

Discrete 3D Wave Propagation for Computing Morphological Operations from Surface Patches and Unorganized Points

Applications

Two-Stage Lossy/Lossless Compression of Grayscale Document Images

Boosting OCR Classifier by Optimal Edge Noise Filtering

Morphological Bank Check Logo Segmentation With Few A Prior Knowledge

Morphological Pseudo Convex Hull to Correct Handwriting Baseline skew

Morphological Segmentation of Text and Figures in Renaissance Books (XVI Century)

Application of Mathematical Morphology and Markov Random Field Theory to the Automatic Extraction of Linear Features in Airborne Images

Testing Some Morphological Approaches to Face Localization

Quantitative Description of Telecommunication Networks by Simulation.

Notes:

Proceedings of the 5th International Symposium on Mathematical Morphology and its Applications to Image and Signal Processing, held June 26-28, 2000, Palo Alto, Calif.

Includes bibliographical references and indexes.

ISBN:

1-280-20615-2

9786610206155

0-306-47025-X

OCLC:

647316885