000 06290nam a22006375i 4500
001 978-3-031-57793-2
003 DE-He213
005 20251030111815.0
007 cr nn 008mamaa
008 240411s2024 sz | s |||| 0|eng d
020 _a9783031577932
_9978-3-031-57793-2
024 7 _a10.1007/978-3-031-57793-2
_2doi
050 4 _aTA1501-1820
050 4 _aTA1634
072 7 _aUYT
_2bicssc
072 7 _aCOM016000
_2bisacsh
072 7 _aUYT
_2thema
100 1 _aBrunetti, Sara.
_eauthor.
_0(orcid)0000-0001-8607-6900
_1https://orcid.org/0000-0001-8607-6900
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_975043
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.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
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
_xDigital techniques.
_964228
650 0 _aComputer vision.
650 0 _aComputer science
_xMathematics.
_964041
650 0 _aMachine learning.
_955059
650 0 _aComputer networks .
_960157
650 0 _aApplication software.
650 1 4 _aComputer Imaging, Vision, Pattern Recognition and Graphics.
_965550
650 2 4 _aMathematics of Computing.
_966501
650 2 4 _aMachine Learning.
_955059
650 2 4 _aComputer Communication Networks.
_965689
650 2 4 _aComputer and Information Systems Applications.
700 1 _aFrosini, Andrea.
_eauthor.
_0(orcid)0000-0001-7210-2231
_1https://orcid.org/0000-0001-7210-2231
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_975044
700 1 _aRinaldi, Simone.
_eauthor.
_0(orcid)0000-0003-3377-5331
_1https://orcid.org/0000-0003-3377-5331
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_975045
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783031577925
776 0 8 _iPrinted edition:
_z9783031577949
830 0 _aLecture Notes in Computer Science,
_x1611-3349 ;
_v14605
856 4 0 _uhttps://doi.org/10.1007/978-3-031-57793-2
912 _aZDB-2-SCS
912 _aZDB-2-SXCS
912 _aZDB-2-LNC
999 _c59082
_d59082