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TROPICAL AND MORPHOLOGICAL OPERATORS FOR SIGNALS ON GRAPHS

Samy Blusseau , Santiago Velasco-Forero , Jesus Angulo , Isabelle Bloch
2018 25th IEEE International Conference on Image Processing (ICIP), Oct 2018, Athens, Greece. ⟨10.1109/ICIP.2018.8451395⟩
Communication dans un congrès hal-01799029v2
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Training morphological neural networks with gradient descent: some theoretical insights

Samy Blusseau
IAPR Third International Conference on Discrete Geometry and Mathematical Morphology, Andrea Frosini; Elena Barcucci; Elisa Pergola; Michela Ascolese; Niccoló Di Marco; Simone Rinaldi; Sara Brunetti; Giulia Palma; Veronica Gierrini; Leonardo Bindi, Apr 2024, Firenze, Italy
Communication dans un congrès hal-04438062v1
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DIFFERENTIAL INVARIANTS FOR SE(2)-EQUIVARIANT NETWORKS

Mateus Sangalli , Samy Blusseau , Santiago Velasco-Forero , Jesus Angulo
29th IEEE International Conference on Image Processing (IEEE ICIP), Oct 2022, Bordeaux, France
Communication dans un congrès hal-03703287v2
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Moving Frame Net: SE(3)-Equivariant Network for Volumes

Mateus Sangalli , Samy Blusseau , Santiago Velasco-Forero , Jesus Angulo
NeurIPS Workshop on Symmetry and Geometry in Neural Representations (NeurReps), Dec 2022, New Orleans, United States
Communication dans un congrès hal-03839458v1
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Instance segmentation of 3D woven fabric from tomography images by Deep Learning and morphological pseudo-labeling

Samy Blusseau , Yanneck Wielhorski , Zyad Haddad , Santiago Velasco-Forero
2022
Pré-publication, Document de travail hal-03345132v2
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Max-plus Operators Applied to Filter Selection and Model Pruning in Neural Networks

Yunxiang Zhang , Samy Blusseau , Santiago Velasco-Forero , Isabelle Bloch , Jesus Angulo
International Symposium on Mathematical Morphology, Jul 2019, Saarbrücken, Germany
Communication dans un congrès hal-02071450v2
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On Some Associations Between Mathematical Morphology and Artificial Intelligence

Isabelle Bloch , Samy Blusseau , Ramón Pino Pérez , Élodie Puybareau , Guillaume Tochon
DGMM 2021: Discrete Geometry and Mathematical Morphology, May 2021, Uppsala, Sweden. pp.457-469, ⟨10.1007/978-3-030-76657-3_33⟩
Communication dans un congrès hal-03237697v1
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Quantitative Characterization of Ductility for Fractographic Analysis

Laury-Hann Brassart , Samy Blusseau , François Willot , F. Delloro , Gilles Rolland , et al.
ECMI: European Consortium for Mathematics in Industry 2021, ECMI, Apr 2021, Wupperthal, Germany. pp.349-355, ⟨10.1007/978-3-031-11818-0_46⟩
Communication dans un congrès hal-03886886v1
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Mathematical Morphology on Tensor Images for Fiber Enhancement

Samy Blusseau , Isabelle Bloch , Y. Gousseau , S Velasco-Forero , Jesus Angulo
SIAM Conference on IMAGING SCIENCE, Jun 2018, Bologna, Italy
Poster de conférence hal-01984204v1
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Mathematical morphology in non-Euclidean spaces and medical images -Technical report

Samy Blusseau
[Research Report] Centre de Morphologie Mathématique, Mines ParisTech, PSL Reasrch University. 2019
Rapport hal-02388303v1
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Mathematical morphology meets Deep Learning

Santiago Velasco-Forero , Samy Blusseau , Mateus Sangalli
13th European Congress for Stereology and Image Analysis (ECSIA), Jun 2021, Saint-Étienne, France
Communication dans un congrès hal-03355356v1
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Part-based approximations for morphological operators using asymmetric auto-encoders

Bastien Ponchon , Santiago Velasco-Forero , Samy Blusseau , Jesus Angulo , Isabelle Bloch
International Symposium on Mathematical Morphology, Jul 2019, Saarbrücken, Germany
Communication dans un congrès hal-02071470v2

Mathematical Morphology and Artificial Intelligence

Isabelle Bloch , Samy Blusseau , Ramon Pino Pérez
24th European Conference on Artificial Intelligence (ECAI), Aug 2020, Santiago de Compostela (Digital), Spain
Communication dans un congrès hal-03108117v1

Benchmark Smil versus Scikit-Image (Mathematical Morphology features)

José Márcio Martins da Cruz , Samy Blusseau
2021
Autre publication scientifique hal-03428410v1
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Morphological adjunctions represented by matrices in max-plus algebra for signal and image processing

Samy Blusseau , Santiago Velasco-Forero , Jesus Angulo , Isabelle Bloch
DGMM 2022, IAPR Second International Conference on Discrete Geometry and Mathematical Morphology, Oct 2022, Strasbourg, France
Communication dans un congrès hal-03738665v2
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Roto-translation Equivariant YOLO for Aerial Images

Benjamin Maurel , Samy Blusseau , Santiago Velasco-Forero , Teodora Petrisor
NeurIPS workshop on Symmetry and Geometry in Neural Representations, Dec 2023, New-Orleans, Louisiana, United States
Communication dans un congrès hal-04300007v1
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APPLYING DEEP LEARNING TO MELANOCYTE COUNTING ON FLUORESCENT TRP1 LABELLED IMAGES OF IN VITRO SKIN MODEL

Tristan Lazard , Samy Blusseau , Santiago Velasco-Forero , Etienne Decencière , Virginie Flouret , et al.
Image Analysis & Stereology, 2022, 41 (3), pp.171-180. ⟨10.5566/ias.2640⟩
Article dans une revue hal-03838296v1

PROCEDE DE RECONSTITUTION AUTOMATIQUE DE L’ARCHITECTURE DU RENFORT D’UN MATERIAU COMPOSITE

Yanneck Wielhorski , Samy Blusseau , Santiago Velasco-Forero
France, N° de brevet: FR3104301B1. 2021
Brevet hal-03533364v1
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Scale Equivariant Neural Networks with Morphological Scale-Spaces

Mateus Sangalli , Samy Blusseau , Santiago Velasco-Forero , Jesus Angulo
IAPR International Conference on Discrete Geometry and Mathematical Morphology (DGMM), 2021, May 2021, Uppsala, Sweden
Communication dans un congrès hal-03213645v1
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Morphologie Mathématique et traitement d'images

Samy Blusseau , Élodie Puybareau
Laurent Fuchs (éd.). Informatique Mathématique Une photographie en 2023, CNRS, Chapitre 3, pp. 87 --131, 2023, CNRS Alpha
Chapitre d'ouvrage hal-04148876v1
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Measuring the visual salience of alignments by their non-accidentalness

Samy Blusseau , A. Carboni , Alejandro Maiche , Jean-Michel Morel , Rafael Grompone von Gioi
Vision Research, 2016, 126, pp.192-206. ⟨10.1016/j.visres.2015.08.014⟩
Article dans une revue hal-02020699v1
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Scale Equivariant U-Net

Mateus Sangalli , Samy Blusseau , Santiago Velasco-Forero , Jesus Angulo
33rd British Machine Vision Conference, Nov 2022, Londres, United Kingdom
Communication dans un congrès hal-03805743v1

Instance segmentation of 3D woven fabric from tomography images by Deep Learning and morphological pseudo-labeling

Samy Blusseau , Yanneck Wielhorski , Zyad Haddad , Santiago Velasco-Forero
Composites Part B: Engineering, 2022, 247, pp.110-333. ⟨10.1016/j.compositesb.2022.110333⟩
Article dans une revue hal-03813502v1
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Approximating morphological operators with part-based representations learned by asymmetric auto-encoders

Samy Blusseau , Bastien Ponchon , Santiago Velasco-Forero , Jesus Angulo , Isabelle Bloch
Mathematical Morphology - Theory and Applications, 2020, 4 (1), pp.64 - 86. ⟨10.1515/mathm-2020-0102⟩
Article dans une revue hal-02915633v1
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Adaptive anisotropic morphological filtering based on co-circularity of local orientations

Samy Blusseau , Santiago Velasco-Forero , Jesus Angulo , Isabelle Bloch
Image Processing On Line, 2022, ⟨10.5201/ipol.2022.397⟩
Article dans une revue hal-03632225v2
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Psychophysics, Gestalts and Games

José Lezama , Samy Blusseau , Jean-Michel Morel , Gregory Randall , Rafael Grompone von Gioi
Giovanna Citti, Alessandro Sarti. Neuromathematics of Vision, Springer Berlin Heidelberg, pp.217-242, 2014, Lecture Notes in Morphogenesis, 978-3-642-34444-2. ⟨10.1007/978-3-642-34444-2_6⟩
Chapitre d'ouvrage hal-01164123v1
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Counting melanocytes with trainable h-maxima and connected component layers

Xiaohu Liu , Samy Blusseau , Santiago Velasco-Forero
Third International Conference on Discrete Geometry and Mathematical Morphology, IAPR, Apr 2024, Florence, Italy
Communication dans un congrès hal-04541886v1