1 code implementation • 16 Apr 2024 • Sophie Carneiro-Esteves, Antoine Vacavant, Odyssée Merveille
Accurate segmentation of vascular networks is essential for computer-aided tools designed to address cardiovascular diseases.
no code implementations • 22 Feb 2024 • Guillaume Garret, Antoine Vacavant, Carole Frindel
Vascular segmentation represents a crucial clinical task, yet its automation remains challenging.
no code implementations • 11 Aug 2023 • Caroline Pacheco do Espirito Silva, Andrews Cordolino Sobral, Antoine Vacavant, Thierry Bouwmans, Felippe De Souza
Designing a novel Local Binary Pattern (LBP) process usually relies heavily on human experts' knowledge and experience in the area.
no code implementations • 10 Nov 2021 • Antoine Vacavant, Bertrand Kerautret, Fabien Feschet
By adapting minDSS to this sparse and irregular data of 1-D intervals supporting the maximal primitives, we are now able to reconstruct the input noisy objects into cyclic contours made of lines or arcs with a minimal number of primitives.
3 code implementations • 17 Apr 2021 • Caroline Pacheco do Espírito Silva, José A. M. Felippe De Souza, Antoine Vacavant, Thierry Bouwmans, Andrews Cordolino Sobral
In this paper, we focus on recent AI advances to present a novel framework for automatically discovering equations from scratch with little human intervention to deal with the different challenges encountered in real-world scenarios.