Search Results for author: Antoine Vacavant

Found 5 papers, 2 papers with code

Restoring Connectivity in Vascular Segmentation using a Learned Post-Processing Model

1 code implementation16 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.

Segmentation

Deep vessel segmentation based on a new combination of vesselness filters

no code implementations22 Feb 2024 Guillaume Garret, Antoine Vacavant, Carole Frindel

Vascular segmentation represents a crucial clinical task, yet its automation remains challenging.

Segmentation

Robust reconstructions by multi-scale/irregular tangential covering

no code implementations10 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.

Automated Mathematical Equation Structure Discovery for Visual Analysis

3 code implementations17 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.

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