Mateus Sangalli

According to our database, Mateus Sangalli authored at least 8 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Spatial Reasoning Loss for Weakly Supervised Segmentation of Skin Histological Images.

Mateus Sangalli, Santiago Velasco-Forero, José-Marcio Martins da Cruz, Virginie Flouret, Charlène Gayrard, Thérèse Baldeweck, Etienne Decencière

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

2022

Equivariant Deep Learning Based on Scale-Spaces and Moving Frames. (Apprentissage Profond Équivariant Basé sur les Espaces d'Échelle et les Repères Mobiles).

Mateus Sangalli

PhD thesis, 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

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

2019

Approaches to Multivalued Mathematical Morphology Based on Uncertain Reduced Orderings.

Mateus Sangalli, Marcos Eduardo Valle

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

2018

Color Mathematical Morphology Using a Fuzzy Color-Based Supervised Ordering.

Mateus Sangalli, Marcos Eduardo Valle

Proceedings of the Fuzzy Information Processing, 2018