Discrete Geometry and Mathematical Morphology : Second International Joint Conference, DGMM 2022, Strasbourg, France, October 24–27, 2022, Proceedings / edited by Étienne Baudrier, Benoît Naegel, Adrien Krähenbühl, Mohamed Tajine.

Format:

Book

Contributor:

Baudrier, Étienne, editor.

Series:

Lecture Notes in Computer Science, 1611-3349 ; 13493

Language:

English

Subjects (All):

Image processing--Digital techniques.

Image processing.

Computer vision.

Computer science.

Computer science--Mathematics.

Artificial intelligence.

Computer Imaging, Vision, Pattern Recognition and Graphics.

Theory of Computation.

Mathematics of Computing.

Artificial Intelligence.

Local Subjects:

Computer Imaging, Vision, Pattern Recognition and Graphics.

Theory of Computation.

Mathematics of Computing.

Artificial Intelligence.

Physical Description:

1 online resource (479 pages)

Edition:

1st ed. 2022.

Place of Publication:

Cham : Springer International Publishing : Imprint: Springer, 2022.

Summary:

This book constitutes the proceedings of the Second IAPR International Conference on Discrete Geometry and Mathematical Morphology, DGMM 2022, which was held during October 24-27, 2022, in Strasbourg, France. The 33 papers included in this volume were carefully reviewed and selected from 45 submissions. They were organized in topical sections as follows: discrete and combinatorial topology; discrete tomography and inverse problems; multivariate and PDE-based mathematical morphology, morphological filtering; hierarchical and Graph-Based Models, Analysis and Segmentation; discrete geometry - models, transforms, and visualization; learning based morphology to Mathematical Morphology; and distance transform. The book also contains 3 invited keynote papers.

Contents:

Invited papers

Reflections on a Scientific Career and its Possible Legacy

Hybrid Artificial Intelligence for Knowledge Representation and Model-based Medical Image Understanding - Towards Explainability

Digital Geometry, Mathematical Morphology, and Discrete Optimization: a survey

Discrete and combinatorial topology

Gradient Vector Fields of Discrete Morse Functions and Watershed-cuts

Towards topological analysis of non-symmetric tensor fields via complexification

A Heuristic for Short Homology Basis of Digital Objects

Completions and ramifications

Algorithms for pixelwise shape deformations preserving digital convexity

Full convexity for polyhedral models in digital spaces

Implicit Encoding and Simplification/Reduction of nGmaps

Topological analysis of simple segmentation maps

Discrete tomography and inverse problems

On the Decomposability of Homogeneous Binary Planar Configurations with respect to a given Exact Polyomino

Properties of SAT formulas characterizing convex sets with given projections

Multivariate and PDE-based mathematical morphology, morphological filtering

Morphological counterpart of Ornstein-Uhlenbeck semigroups and PDEs

A novel approach for computation of morphological operations using the number theoretic transform

Equivariance-Based Analysis of PDE Evolutions Related to Multivariate Medians

Differential Oriented Image Foresting Transform Segmentation by Seed Competition

Hierarchical and Graph-Based Models, Analysis and Segmentation

A Topological Tree of Shapes

Component-Tree Simplification through Fast Alpha Cuts

Approximation of Digital Surfaces by a Hierarchical Set of Planar Patches

Component Tree Loss Function: Definition and Optimization

Fast and Effective Superpixel Segmentation using Accurate Saliency Estimation

Join, select, and insert: efficient out-of-core algorithms for hierarchical segmentation trees

Graph-Based Image Segmentation With Shape Priors and Band Constraints

Discrete geometry - models, transforms, and visualization

Tangential cover for 3D irregular noisy digital curves

A Curious Invariance Property of Certain Perfect Legendre Arrays: Stirring Without Mixing

A Simple Discrete Calculus for Digital Surfaces

Distance-Driven Curve-Thinning on the Face-Centered Cubic Grid

A new lattice-based plane-probing algorithm

Exact and Optimal Conversion of a Hole-free 2D Digital Object into a Union of Balls in Polynomial Time

Density functions of periodic sequences

Learning based morphology to Mathematical Morphology

Morphological adjunctions represented by matrices in max-plus algebra for signal and image processing

MorphoActivations: Generalizing ReLU activations by mathematical morphology

Logarithmic Morphological Neural Nets robust to lighting variations

Distance transform

Introduction to Discrete Soft Transforms

On the Validity of the Two Raster Sequences Distance TransformAlgorithm.

Notes:

Includes bibliographical references and index.

Other Format:

Print version: Baudrier, Étienne Discrete Geometry and Mathematical Morphology

ISBN:

9783031198977

3031198972