Samy Blusseau

23 papers A 1B 3C 2Journal 10Unranked 7
YearRankTypeTitle / Venue / Authors
2025 J jnl
Cell Counting with Trainable h-Maxima and Connected Component Layers.
J. Math. Imaging Vis.
Samy Blusseau, Xiaohu Liu, Santiago Velasco-Forero
2025 — conf
Learning Morphological Representations of Image Transformations: Influence of Initialization and Layer Differentiability.
DGMM
Mihaela Dimitrova, Samy Blusseau, Santiago Velasco-Forero
2024 — conf
Counting Melanocytes with Trainable h-Maxima and Connected Component Layers.
DGMM
Xiaohu Liu, Samy Blusseau, Santiago Velasco-Forero
2024 — conf
Training Morphological Neural Networks with Gradient Descent: Some Theoretical Insights.
DGMM
Samy Blusseau
2024 J jnl
Training morphological neural networks with gradient descent: some theoretical insights.
CoRR
Samy Blusseau
2022 J jnl
Adaptive Anisotropic Morphological Filtering Based on Co-Circularity of Local Orientations.
Image Process. Line
Samy Blusseau, Santiago Velasco-Forero, Jesús Angulo, Isabelle Bloch
2022 B conf
Differential Invariants for SE(2)-Equivariant Networks.
ICIP
Mateus Sangalli, Samy Blusseau, Santiago Velasco-Forero, Jesús Angulo
2022 — conf
Morphological Adjunctions Represented by Matrices in Max-Plus Algebra for Signal and Image Processing.
DGMM
Samy Blusseau, Santiago Velasco-Forero, Jesús Angulo, Isabelle Bloch
2022 J jnl
Moving Frame Net: SE(3)-Equivariant Network for Volumes.
CoRR
Mateus Sangalli, Samy Blusseau, Santiago Velasco-Forero, Jesús Angulo
2022 — conf
Moving frame net: SE(3)-equivariant network for volumes.
NeurReps
Mateus Sangalli, Samy Blusseau, Santiago Velasco-Forero, Jesús Angulo
2022 J jnl
Scale Equivariant U-Net.
CoRR
Mateus Sangalli, Samy Blusseau, Santiago Velasco-Forero, Jesús Angulo
2022 A conf
Scale-Equivariant U-Net.
BMVC
Mateus Sangalli, Samy Blusseau, Santiago Velasco-Forero, Jesús Angulo
2021 — conf
On Some Associations Between Mathematical Morphology and Artificial Intelligence.
DGMM
Isabelle Bloch, Samy Blusseau, Ramón Pino Pérez, Élodie Puybareau, Guillaume Tochon
2021 — conf
Scale Equivariant Neural Networks with Morphological Scale-Spaces.
DGMM
Mateus Sangalli, Samy Blusseau, Santiago Velasco-Forero, Jesús Angulo
2020 J jnl
Approximating morphological operators with part-based representations learned by asymmetric auto-encoders.
Math. Morphol. Theory Appl.
Samy Blusseau, Bastien Ponchon, Santiago Velasco-Forero, Jesús Angulo, Isabelle Bloch
2019 C conf
Max-Plus Operators Applied to Filter Selection and Model Pruning in Neural Networks.
ISMM
Yunxiang Zhang, Samy Blusseau, Santiago Velasco-Forero, Isabelle Bloch, Jesús Angulo
2019 J jnl
Max-plus Operators Applied to Filter Selection and Model Pruning in Neural Networks.
CoRR
Yunxiang Zhang, Samy Blusseau, Santiago Velasco-Forero, Isabelle Bloch, Jesús Angulo
2019 C conf
Part-Based Approximations for Morphological Operators Using Asymmetric Auto-encoders.
ISMM
Bastien Ponchon, Santiago Velasco-Forero, Samy Blusseau, Jesús Angulo, Isabelle Bloch
2019 J jnl
Part-based approximations for morphological operators using asymmetric auto-encoders.
CoRR
Bastien Ponchon, Santiago Velasco-Forero, Samy Blusseau, Jesús Angulo, Isabelle Bloch
2018 J jnl
Psychophysics, Gestalts and Games.
CoRR
José Lezama, Samy Blusseau, Jean-Michel Morel, Gregory Randall, Rafael Grompone von Gioi
2018 B conf
Tropical and Morphological Operators for Signals on Graphs.
ICIP
Samy Blusseau, Santiago Velasco-Forero, Jesús Angulo, Isabelle Bloch
2016 J jnl
Generation and Detection of Alignments in Gabor Patterns.
Image Process. Line
Samy Blusseau, Rafael Grompone von Gioi
2014 B conf
A psychophysical evaluation of the a contrario detection theory.
ICIP
Samy Blusseau, Alejandro Carboni, A. Maiche, Jean-Michel Morel, Rafael Grompone von Gioi