TY  - BOOK
AU  - Brunetti,Sara
AU  - Frosini,Andrea
AU  - Rinaldi,Simone
ED  - SpringerLink (Online service)
TI  - Discrete Geometry and Mathematical Morphology: Third International Joint Conference, DGMM 2024, Florence, Italy, April 15-18, 2024, Proceedings 
T2  - Lecture Notes in Computer Science,
SN  - 9783031577932
AV  - TA1501-1820 
U1  - 006 23
PY  - 2024///
CY  - Cham
PB  - Springer Nature Switzerland, Imprint: Springer
KW  - Image processing
KW  - Digital techniques
KW  - Computer vision
KW  - Computer science
KW  - Mathematics
KW  - Machine learning
KW  - Computer networks 
KW  - Application software
KW  - Computer Imaging, Vision, Pattern Recognition and Graphics
KW  - Mathematics of Computing
KW  - Machine Learning
KW  - Computer Communication Networks
KW  - Computer and Information Systems Applications
N1  -  -- 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
N2  - 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
UR  - http://libcon.rec.uabc.mx:2048/login?url=https://doi.org/10.1007/978-3-031-57793-2
ER  -