Samy Blusseau

According to our database, Samy Blusseau authored at least 16 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Counting Melanocytes with Trainable h-Maxima and Connected Component Layers.

Xiaohu Liu, Samy Blusseau, Santiago Velasco-Forero

Proceedings of the Discrete Geometry and Mathematical Morphology, 2024

Training Morphological Neural Networks with Gradient Descent: Some Theoretical Insights.

Samy Blusseau

Proceedings of the Discrete Geometry and Mathematical Morphology, 2024

2022

Adaptive Anisotropic Morphological Filtering Based on Co-Circularity of Local Orientations.

Samy Blusseau, Santiago Velasco-Forero, Jesús Angulo, Isabelle Bloch

Image Process. Line, 2022

Moving frame net: SE(3)-equivariant network for volumes.

Mateus Sangalli, Samy Blusseau, Santiago Velasco-Forero, Jesús Angulo

Proceedings of the NeurIPS Workshop on Symmetry and Geometry in Neural Representations, 2022

Differential Invariants for SE(2)-Equivariant Networks.

Mateus Sangalli, Samy Blusseau, Santiago Velasco-Forero, Jesús Angulo

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Morphological Adjunctions Represented by Matrices in Max-Plus Algebra for Signal and Image Processing.

Samy Blusseau, Santiago Velasco-Forero, Jesús Angulo, Isabelle Bloch

Proceedings of the Discrete Geometry and Mathematical Morphology, 2022

Scale-Equivariant U-Net.

Mateus Sangalli, Samy Blusseau, Santiago Velasco-Forero, Jesús Angulo

Proceedings of the 33rd British Machine Vision Conference 2022, 2022

2021

Scale Equivariant Neural Networks with Morphological Scale-Spaces.

Mateus Sangalli, Samy Blusseau, Santiago Velasco-Forero, Jesús Angulo

Proceedings of the Discrete Geometry and Mathematical Morphology, 2021

On Some Associations Between Mathematical Morphology and Artificial Intelligence.

Isabelle Bloch, Samy Blusseau, Ramón Pino Pérez, Élodie Puybareau, Guillaume Tochon

Proceedings of the Discrete Geometry and Mathematical Morphology, 2021

2020

Approximating morphological operators with part-based representations learned by asymmetric auto-encoders.

Samy Blusseau, Bastien Ponchon, Santiago Velasco-Forero, Jesús Angulo, Isabelle Bloch

Math. Morphol. Theory Appl., 2020

2019

Max-Plus Operators Applied to Filter Selection and Model Pruning in Neural Networks.

Yunxiang Zhang, Samy Blusseau, Santiago Velasco-Forero, Isabelle Bloch, Jesús Angulo

Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2019

Part-Based Approximations for Morphological Operators Using Asymmetric Auto-encoders.

Bastien Ponchon, Santiago Velasco-Forero, Samy Blusseau, Jesús Angulo, Isabelle Bloch

Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2019

2018

Psychophysics, Gestalts and Games.

José Lezama, Samy Blusseau, Jean-Michel Morel, Gregory Randall, Rafael Grompone von Gioi

CoRR, 2018

Tropical and Morphological Operators for Signals on Graphs.

Samy Blusseau, Santiago Velasco-Forero, Jesús Angulo, Isabelle Bloch

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

2016

Generation and Detection of Alignments in Gabor Patterns.

Samy Blusseau, Rafael Grompone von Gioi

Image Process. Line, 2016

2014

A psychophysical evaluation of the a contrario detection theory.

Samy Blusseau, Alejandro Carboni, A. Maiche, Jean-Michel Morel, Rafael Grompone von Gioi

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014