Sessions
    		          
    Proceedings
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Honor speaker
- H1 - Reflections on a Scientific Career and its Possible Legacy  

Christian Ronse
Session chair: Isabelle Bloch 
Invited speakers
- K1 - Hybrid Artificial Intelligence for Knowledge Representation and Model-based Medical Image Understanding - Towards Explainability  

Isabelle Bloch
Session chair: Benoît Naegel 
- K2 - Digital Geometry, Mathematical Morphology, and Discrete Optimization: a survey  

Christer Kiselman
Session chair: Isabelle Sivignon 
- K3 - Sliced Wasserstein on Manifolds: Spherical and Hyperbolical cases
Nicolas Courty
Session chair: David Coeurjolly 
Session 1 - Learning Based Morphology
Tuesday 25, 10:00
Session chair: Nicolas Boutry
- 26 - Component Tree Loss Function: Definition and Optimization  

Benjamin Perret and Jean Cousty 
- 30 - Logarithmic Morphological Neural Nets robust to lighting variations  

Guillaume Noyel, Emile Barbier-Renard, Michel Jourlin and Thierry Fournel 
Session 2 - Discrete and Combinatorial Topology I
Tuesday 25, 14:00
Session chair: Nicolas Boutry
- 13 - Completions and ramifications  

Gilles Bertrand 
- 25 - Full convexity for polyhedral models in digital spaces  

Fabien Feschet and Jacques-Olivier Lachaud 
- 16 - Algorithms for pixelwise shape deformations preserving digital convexity  

Lama Tarsissi, Yukiko Kenmochi, Hadjer Djerroumi, David Coeurjolly, Pascal Romon and Jean-Pierre Borel 
- 50 - Topological analysis of simple segmentation maps  

Maria-Jose Jimenez and Belen Medrano-Garfia 
Session 3 - Discrete and Combinatorial Topology II
Wednesday 26, 10:00
Session chair: Étienne Le Quentrec
- 01 - Gradient Vector Fields of Discrete Morse Functions and Watershed-cuts  

Nicolas Boutry, Gilles Bertrand and Laurent Najman 
- 47 - On the Validity of the Two Raster Sequences Distance Transform Algorithm  

Édouard Thiel 
- 11 - A Heuristic for Short Homology Basis of Digital Objects  

Aldo Gonzalez-Lorenzo, Alexandra Bac, Jean-Luc Mari 
Session 4 - Digital Geometry: Models, Transforms, and Visualization I
Wednesday 26, 11:30
Session chair: Christer Kiselman
- 22 - A Simple Discrete Calculus for Digital Surfaces  

David Coeurjolly and Jacques-Olivier Lachaud 
- 41 - Exact and Optimal Conversion of a Hole-free 2D Digital Object into a Union of Balls in Polynomial Time  

Isabelle Sivignon 
Session 5 - Hierarchical and Graph-Based Models, Analysis and Segmentation
Wednesday 26, 14:00
Session chair: Laurent Najman
- 10 - Component-Tree Simplification through Fast Alpha Cuts  

Michael H.F. Wilkinson 
- 39 - Join, select, and insert: efficient out-of-core algorithms for hierarchical segmentation trees  

Josselin Lefèvre, Jean Cousty, Benjamin Perret and Harold Phelippeau 
- 33 - Fast and Effective Superpixel Segmentation using Accurate Saliency Estimation  

Felipe Belém, Isabela Borlido, Leonardo João, Benjamin Perret, Jean Cousty, Silvio Guimaraes and Alexandre Falcão 
- 02 - A Topological Tree of Shapes  

Nicolas Passat and Yukiko Kenmochi 
Session 6 - Multivariate and PDE-based Mathematical Morphology
Thursday 27, 10:00
Session chair: Bernhard Burgeth
- 09 - Morphological counterpart of Ornstein-Uhlenbeck semigroups and PDEs  

Jesus Angulo 
- 36 - Equivariance-Based Analysis of PDE Evolutions Related to Multivariate Medians  

Martin Welk 
Session 7 - Discrete Tomography and Inverse Problems
Thursday 27, 11:30
Session chair: Étienne Baudrier
- 15 - On the Decomposability of Homogeneous Binary Planar Configurations with respect to a given Exact Polyomino  

Michela Ascolese and Andrea Frosini 
- 35 - Properties of SAT formulas characterizing convex sets with given projections  

Niccolo Di Marco and Andrea Frosini 
Session 8 - Digital geometry: Models, Transforms, and Visualization II
Thursday 27, 14:00
Session chair: Yukiko Kenmochi
- 28 - Introduction to Discrete Soft Transforms  

Bastien Laboureix, Eric Andres and Isabelle Debled-Rennesson 
- 45 - Density functions of periodic sequences  

Olga Anosova and Vitaliy Kurlin 
- 17 - Approximation of Digital Surfaces by a Hierarchical Set of Planar Patches  

Jocelyn Meyron and Tristan Roussillon 
Posters
Teasers: Tuesday 25, 16:15
Poster sessions: Tuesday 25, & Wednesday 26, 16:30
Session chair: Adrien Krähenbühl
- P01 - Towards topological analysis of non-symmetric tensor fields via complexification  

Bernhard Burgeth, Andreas Kleefeld, Eugene Zhang and Yue Zhang 
- P02 - Tangential cover for 3D irregular noisy digital curves  

Phuc Ngo and Isabelle Debled-Rennesson 
- P03 - A Curious Invariance Property of Certain Perfect Legendre Arrays: Stirring Without Mixing  

Timothy Petersen, Matthew Ceko, David Paganin and Imants Svalbe 
- P04 - Morphological adjunctions represented by matrices in max-plus algebra for signal and image processing  

Samy Blusseau, Santiago Velasco-Forero, Jesús Angulo and Isabelle Bloch 
- P05 - Distance-Driven Curve-Thinning on the Face-Centered Cubic Grid  

Gábor Karai 
- P06 - A novel approach for computation of morphological operations using the number theoretic transform  

Vivek Sridhar and Michael Breuß 
- P07 - MorphoActivations: Generalizing ReLU activations by mathematical morphology  

Santiago Velasco-Forero and Jesus Angulo 
- P08 - A new lattice-based plane-probing algorithm  

Jui-Ting Lu, Tristan Roussillon and David Coeurjolly 
- P09 - Differential Oriented Image Foresting Transform Segmentation by Seed Competition  

Marcos A.T. Condori and Paulo A.V. Miranda 
- P10 - Graph-Based Image Segmentation With Shape Priors and Band Constraints  

Caio de Moraes Braz, Luiz Felipe D. Santos and Paulo A.V. Miranda 
- P11 - Implicit Encoding and Simplification/Reduction of nGmaps  

Florian Bogner, Jiri Hladuvka and Walter G. Kropatsch 
Supplementary posters: Open session
Tuesday 25, & Wednesday 26, 16:30
- O1 - Morpholayers
Santiago Velasco-Forero 
- O2 - Live extraction of curvilinear structures from LiDAR raw data
Philippe Even and Phuc Ngo 
- O3 - Mathematical Morphology Tool for Exploring the Conduction Paths in Scanning Probe Microscopy Images
Mian Li, Jan Rieck, Beatriz Noheda, Jos B.T.M. Roerdink and Michael H.F. Wilkinson 
- O4 - MMTO: Connected component correlation on multiple max-trees for multivariate image segmentation
Mohammad H. Faezi, Reynier Peletier and Michael H.F. Wilkinson 
- O5 - nnMorpho, a PyTorch library for Mathematical Morphology operators
Gonzalo Romero-Garcia 
- O6 - On the connected thickness of arithmetical hyperplans
Bastien Laboureix and Éric Domenjoud 
- O7 - Binary Morphological Neural Networks
Theodore Aouad and Hugues Talbot 
- O8 - On the Number of Digital Straight Segments Centered in a Square Grid
Remi Decelle, Phuc Ngo and Isabelle Debled-Rennesson 
- O9 - Conjecture of the Characterization of Bijective Digitized Reflections and Rotations
Stéphane Breuils, Yukiko Kenmochi, Eric Andres, Akihiro Sugimoto 
- O10 - Run-Length Based Mathematical Morphology for Processing of Large 3D Images of Wheat Grains
David Legland 
- O11 - Joint optimization of distortion and cut location for mesh
Colin Weill-Duflos 
Supplementary posters: Special track on Reproducible Reasearch
Tuesday 25, & Wednesday 26, 16:30
- RR1 - Forest road extraction using convolutional neural networks
Paul Georges, Phuc Ngo and Philippe Even 
- RR2 - Combining max-Tree and CNN for Segmentation of Cellular FIB-SEM Iages
Cyril Meyer, Benoît Naegel, Etienne Baudrier and Patrick Schultz