Sara Brunetti, Andrea Frosini, Simone Rinaldi

Discrete Geometry and Mathematical Morphology

Third International Joint Conference, DGMM 2024, Florence, Italy, April 15¿18, 2024, Proceedings

• Broschiertes Buch

Produktbeschreibung

This book constitutes the refereed proceedings of the Third International Joint Conference on Discrete Geometry and Mathematical Morphology, DGMM 2024, held in Florence, Italy during April 15-18, 2024.

The 34 full papers included in this book were carefully reviewed and selected from 51 submissions. They were organized in topical sections as follows: Digital Geometry - Models, Transforms, and Visualization; Computational Aspects of Discrete Structures and Tilings; Learning Based Morphology; Hierarchical and Graph-Based Models, Analysis and Segmentation; Discrete and Combinatorial Topology; and Mathematical Morphology and Digital Geometry for Applications.

Produktdetails

• Lecture Notes in Computer Science 14605
• Verlag: Springer / Springer Nature Switzerland / Springer, Berlin
• Artikelnr. des Verlages: 978-3-031-57792-5
• 2024
• Seitenzahl: 472
• Erscheinungstermin: 10. April 2024
• Englisch
• Abmessung: 235mm x 155mm x 26mm
• Gewicht: 710g
• ISBN-13: 9783031577925
• ISBN-10: 3031577922
• Artikelnr.: 70121278

Inhaltsangabe

.- Digital Geometry - Models, Transforms, and Visualization.

.- Bijectivity analysis of finite rotations on Z 2 A hierarchical approach.

.- Recognition of arithmetic line segments and hyperplanes using the Stern-Brocot tree.

.- Bijective Digitized 3D Rotation Based on Beam Shears.-

.- New characterizations of full convexity.- Decomposition of Rational Discrete Planes.

.- Differential Maximum Euclidean Distance Transform Computation in Component Trees .

.- Construction of Fast and Accurate 2D Bijective Rigid Transformation .

.- Digital Calculus Frameworks and Comparative Evaluation of their Laplace-Beltrami operators .

.- Fitting egg-shapes to discretized object boundaries .

.- Computational Aspects of Discrete Structures and Tilings.

.- Construction of Tilings with Transitivity Properties on the Square Grid .

.- Some geometric and tomographic results on gray-scale images .

.- A Khalimsky-like Topology on the Triangular Grid .

.- Learning Based Morphology.

.- Group Equivariant Networks Using Morphological Operators.

.- An Algorithm to Train Unrestricted Sequential Discrete Morphological Neural Networks .

.- Discovering Repeated Patterns From the Onsets in a Multidimensional Representation of Music .

.- The Lattice Overparametrization Paradigm for the Machine Learning of Lattice Operators .

.- Convex Optimization for Binary Tree-Based Transport Networks .

.- Training morphological neural networks with gradient descent: some theoretical insights.

.- HaarNet: Large-scale Linear-Morphological Hybrid Network for RGB-D Semantic Segmentation .

.- Nonlinear representation theory of equivariant CNNs on homogeneous spaces using group morphology .

.- Hierarchical and Graph-Based Models, Analysis and Segmentation.

.- Building the Topological Tree of Shapes from the Tree of Shapes.

.- End-to-end Ultrametric Learning for Hierarchical Segmentation .

.- Out-of-core Attribute Algorithms for Binary Partition Hierarchies .

.- Multi Scale Component Tree: A Hierarchical Representation for Sparse Objects .

.- An Approach to Colour Morphological Supremum Formation using the LogSumExp Approximation .

.- Image Segmentation by Hierarchical Layered Oriented Image Foresting Transform Subject to Closeness Constraints .

.- Discrete and Combinatorial Topology.

.- Elastic Analysis of Augmented Curves and Constrained Surfaces .

.- Morse Frames .- Morse Sequences.

.- 1Attempt and Equivalent Thinning on the Hexagonal Grid.

.- A survey on 2D Euclidean curve classes in discrete geometry with new results.

.- Mathematical Morphology and Digital Geometry for applications.

.- Counting melanocytes with trainable h-maxima and connected component layers.

.- Mathematical Morphology Applied to Feature Extraction in Music Spectrograms.

.- A Discrete Geometry Method for Atom Depth Computation in Complex Molecular Systems.