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100 1 _aBrunetti, Sara.
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_9100514
245 1 0 _aDiscrete Geometry and Mathematical Morphology
_h[electronic resource] :
_bThird International Joint Conference, DGMM 2024, Florence, Italy, April 15-18, 2024, Proceedings /
_cby Sara Brunetti, Andrea Frosini, Simone Rinaldi.
250 _a1st ed. 2024.
264 1 _aCham :
_bSpringer Nature Switzerland :
_bImprint: Springer,
_c2024.
300 _aXIX, 433 p. 155 illus.
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336 _atext
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490 1 _aLecture Notes in Computer Science,
_x1611-3349 ;
_v14605
505 0 _a -- 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.
520 _aThis 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.
650 0 _aImage processing
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_94145
650 0 _aComputer vision.
_9100516
650 0 _aComputer science
_xMathematics.
_93866
650 0 _aMachine learning.
_91831
650 0 _aComputer networks .
_931572
650 0 _aApplication software.
_9100518
650 1 4 _aComputer Imaging, Vision, Pattern Recognition and Graphics.
_931569
650 2 4 _aMathematics of Computing.
_931875
650 2 4 _aMachine Learning.
_91831
650 2 4 _aComputer Communication Networks.
_9100520
650 2 4 _aComputer and Information Systems Applications.
_9100523
700 1 _aFrosini, Andrea.
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_10000-0001-7210-2231
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700 1 _aRinaldi, Simone.
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_4http://id.loc.gov/vocabulary/relators/aut
_9100527
710 2 _aSpringerLink (Online service)
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776 0 8 _iPrinted edition:
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830 0 _aLecture Notes in Computer Science,
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