LEADER 06331nam 22007095 450 001 9910619268403321 005 20251225213451.0 010 $a9783031198977 010 $a3031198972 024 7 $a10.1007/978-3-031-19897-7 035 $a(MiAaPQ)EBC7120420 035 $a(Au-PeEL)EBL7120420 035 $a(CKB)25181760000041 035 $a(PPN)265856019 035 $a(BIP)86070038 035 $a(DE-He213)978-3-031-19897-7 035 $a(EXLCZ)9925181760000041 100 $a20221020d2022 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aDiscrete Geometry and Mathematical Morphology $eSecond International Joint Conference, DGMM 2022, Strasbourg, France, October 24?27, 2022, Proceedings /$fedited by Étienne Baudrier, Benoît Naegel, Adrien Krähenbühl, Mohamed Tajine 205 $a1st ed. 2022. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2022. 215 $a1 online resource (479 pages) 225 1 $aLecture Notes in Computer Science,$x1611-3349 ;$v13493 311 08$a9789783031197 311 08$aPrint version: Baudrier, Étienne Discrete Geometry and Mathematical Morphology Cham : Springer International Publishing AG,c2022 9783031198 320 $aIncludes bibliographical references and index. 327 $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. 330 $aThis book constitutes the proceedings of the Second IAPR International Conference on Discrete Geometry and Mathematical Morphology, DGMM 2022, which was held during October 24-27, 2022, in Strasbourg, France. The 33 papers included in this volume were carefully reviewed and selected from 45 submissions. They were organized in topical sections as follows: discrete and combinatorial topology; discrete tomography and inverse problems; multivariate and PDE-based mathematical morphology, morphological filtering; hierarchical and Graph-Based Models, Analysis and Segmentation; discrete geometry - models, transforms, and visualization; learning based morphology to Mathematical Morphology; and distance transform. The book also contains 3 invited keynote papers. 410 0$aLecture Notes in Computer Science,$x1611-3349 ;$v13493 606 $aImage processing$xDigital techniques 606 $aComputer vision 606 $aComputer science 606 $aComputer science$xMathematics 606 $aArtificial intelligence 606 $aComputer Imaging, Vision, Pattern Recognition and Graphics 606 $aTheory of Computation 606 $aMathematics of Computing 606 $aArtificial Intelligence 615 0$aImage processing$xDigital techniques. 615 0$aComputer vision. 615 0$aComputer science. 615 0$aComputer science$xMathematics. 615 0$aArtificial intelligence. 615 14$aComputer Imaging, Vision, Pattern Recognition and Graphics. 615 24$aTheory of Computation. 615 24$aMathematics of Computing. 615 24$aArtificial Intelligence. 676 $a929.605 676 $a006.4 702 $aBaudrier$b E?tienne 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910619268403321 996 $aDiscrete Geometry and Mathematical Morphology$92952233 997 $aUNINA