Valentin Penaud-Polge

According to our database, Valentin Penaud-Polge authored at least 5 papers between 2021 and 2024.

Collaborative distances:

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

2024

Contributions to Roto-Translation Equivariance for Deep Learning in Image Processing. (Contributions à l'Equivariance aux Roto-Translations pour l'Apprentissage Profond en Traitement d'Images).

Valentin Penaud-Polge

PhD thesis, 2024

Group Equivariant Networks Using Morphological Operators.

Valentin Penaud-Polge, Santiago Velasco-Forero, Jesús Angulo-Lopez

Proceedings of the Discrete Geometry and Mathematical Morphology, 2024

2023

GenHarris-ResNet: A Rotation Invariant Neural Network Based on Elementary Symmetric Polynomials.

Valentin Penaud-Polge, Santiago Velasco-Forero, Jesús Angulo

Proceedings of the Scale Space and Variational Methods in Computer Vision, 2023

2022

Fully Trainable Gaussian Derivative Convolutional Layer.

Valentin Penaud-Polge, Santiago Velasco-Forero, Jesús Angulo

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

2021

Robustness Study of Edge Segmentation and Completion by CNN Based Method for Tessellation Images.

Valentin Penaud-Polge, Yann Gavet

Proceedings of the 10th International Symposium on Signal, Image, Video and Communications, 2021