518 citations
- Centre National de la Recherche ScientifiqueFR197 papers
- Université Toulouse III - Paul SabatierFR132 papers
- Institut de Recherche en Informatique de ToulouseFR131 papers
- Université Toulouse-I-CapitoleFR131 papers
- Université Toulouse - Jean JaurèsFR131 papers
- Université de BordeauxFR119 papers
- Institut de Mathématiques de MarseilleFR115 papers
- Château GombertFR78 papers
- Laboratoire Bordelais de Recherche en InformatiqueFR70 papers
- Aix-Marseille UniversitéFR41 papers
- Centrale MéditerranéeFR39 papers
- Institut de Mécanique et d'Ingénierie de BordeauxFR35 papers
4 papers · 2 filters
Cost-Effective Active Learning for Melanoma Segmentation
Marc Gorriz, Axel Carlier, Emmanuel Faure +1
We propose a novel Active Learning framework capable to train effectively a convolutional neural network for semantic segmentation of medical imaging, with a limited amount of trai…
Variational Methods for Normal Integration
Yvain Quéau, Jean-Denis Durou, Jean-François Aujol
The need for an efficient method of integration of a dense normal field is inspired by several computer vision tasks, such as shape-from-shading, photometric stereo, deflectometry,…
A Variational Approach to Shape-from-shading Under Natural Illumination
Yvain Quéau, Jean Mélou, Fabien Castan +2
A numerical solution to shape-from-shading under natural illumination is presented. It builds upon an augmented Lagrangian approach for solving a generic PDE-based shape-from-shadi…
Unmixing dynamic PET images with variable specific binding kinetics
Yanna Cruz Cavalcanti, Thomas Oberlin, Nicolas Dobigeon +3
To analyze dynamic positron emission tomography (PET) images, various generic multivariate data analysis techniques have been considered in the literature, such as principal compon…