Samy Blusseau

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 20

Top Topics

Morphological Operators

Morphological Filtering

Mathematical Morphology

Top Venues

Image Process. Line

Publications

Samy Blusseau
Training Morphological Neural Networks with Gradient Descent: Some Theoretical Insights. DGMM (2024)
Xiaohu Liu, Samy Blusseau, Santiago Velasco-Forero
Counting Melanocytes with Trainable h-Maxima and Connected Component Layers. DGMM (2024)
Samy Blusseau
Training morphological neural networks with gradient descent: some theoretical insights. CoRR (2024)
Samy Blusseau, Santiago Velasco-Forero, Jesús Angulo, Isabelle Bloch
Morphological Adjunctions Represented by Matrices in Max-Plus Algebra for Signal and Image Processing. DGMM (2022)
Mateus Sangalli, Samy Blusseau, Santiago Velasco-Forero, Jesús Angulo
Moving frame net: SE(3)-equivariant network for volumes. NeurReps (2022)
Mateus Sangalli, Samy Blusseau, Santiago Velasco-Forero, Jesús Angulo
Moving Frame Net: SE(3)-Equivariant Network for Volumes. CoRR (2022)
Mateus Sangalli, Samy Blusseau, Santiago Velasco-Forero, Jesús Angulo
Scale Equivariant U-Net. CoRR (2022)
Mateus Sangalli, Samy Blusseau, Santiago Velasco-Forero, Jesús Angulo
Differential Invariants for SE(2)-Equivariant Networks. ICIP (2022)
Mateus Sangalli, Samy Blusseau, Santiago Velasco-Forero, Jesús Angulo
Scale-Equivariant U-Net. BMVC (2022)
Samy Blusseau, Santiago Velasco-Forero, Jesús Angulo, Isabelle Bloch
Adaptive Anisotropic Morphological Filtering Based on Co-Circularity of Local Orientations. Image Process. Line 12 (2022)
Isabelle Bloch, Samy Blusseau, Ramón Pino Pérez, Élodie Puybareau, Guillaume Tochon
On Some Associations Between Mathematical Morphology and Artificial Intelligence. DGMM (2021)
Mateus Sangalli, Samy Blusseau, Santiago Velasco-Forero, Jesús Angulo
Scale Equivariant Neural Networks with Morphological Scale-Spaces. DGMM (2021)
Samy Blusseau, Bastien Ponchon, Santiago Velasco-Forero, Jesús Angulo, Isabelle Bloch
Approximating morphological operators with part-based representations learned by asymmetric auto-encoders. Math. Morphol. Theory Appl. 4 (1) (2020)
Bastien Ponchon, Santiago Velasco-Forero, Samy Blusseau, Jesús Angulo, Isabelle Bloch
Part-Based Approximations for Morphological Operators Using Asymmetric Auto-encoders. ISMM (2019)
Yunxiang Zhang, Samy Blusseau, Santiago Velasco-Forero, Isabelle Bloch, Jesús Angulo
Max-Plus Operators Applied to Filter Selection and Model Pruning in Neural Networks. ISMM (2019)
Bastien Ponchon, Santiago Velasco-Forero, Samy Blusseau, Jesús Angulo, Isabelle Bloch
Part-based approximations for morphological operators using asymmetric auto-encoders. CoRR (2019)
Yunxiang Zhang, Samy Blusseau, Santiago Velasco-Forero, Isabelle Bloch, Jesús Angulo
Max-plus Operators Applied to Filter Selection and Model Pruning in Neural Networks. CoRR (2019)
Samy Blusseau, Santiago Velasco-Forero, Jesús Angulo, Isabelle Bloch
Tropical and Morphological Operators for Signals on Graphs. ICIP (2018)
José Lezama, Samy Blusseau, Jean-Michel Morel, Gregory Randall, Rafael Grompone von Gioi
Psychophysics, Gestalts and Games. CoRR (2018)
Samy Blusseau, Rafael Grompone von Gioi
Generation and Detection of Alignments in Gabor Patterns. Image Process. Line 6 (2016)
Samy Blusseau, Alejandro Carboni, A. Maiche, Jean-Michel Morel, Rafael Grompone von Gioi
A psychophysical evaluation of the a contrario detection theory. ICIP (2014)