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024 7 _a10.1007/978-3-031-19897-7
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245 1 0 _aDiscrete Geometry and Mathematical Morphology
_h[electronic resource] :
_bSecond International Joint Conference, DGMM 2022, Strasbourg, France, October 24-27, 2022, Proceedings /
_cedited by Étienne Baudrier, Benoît Naegel, Adrien Krähenbühl, Mohamed Tajine.
250 _a1st ed. 2022.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2022.
300 _aXIII, 475 p. 162 illus., 111 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
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490 1 _aLecture Notes in Computer Science,
_x1611-3349 ;
_v13493
505 0 _aInvited 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.
520 _aThis 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.
650 0 _aImage processing
_xDigital techniques.
_94145
650 0 _aComputer vision.
_992311
650 0 _aComputer science.
_99832
650 0 _aComputer science
_xMathematics.
_93866
650 0 _aArtificial intelligence.
_93407
650 1 4 _aComputer Imaging, Vision, Pattern Recognition and Graphics.
_931569
650 2 4 _aTheory of Computation.
_992312
650 2 4 _aMathematics of Computing.
_931875
650 2 4 _aArtificial Intelligence.
_93407
700 1 _aBaudrier, Étienne.
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700 1 _aNaegel, Benoît.
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700 1 _aKrähenbühl, Adrien.
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_992315
700 1 _aTajine, Mohamed.
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776 0 8 _iPrinted edition:
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830 0 _aLecture Notes in Computer Science,
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