322 citations
- Centre National de la Recherche ScientifiqueFR118 papers
- IMT AtlantiqueFR96 papers
- Laboratoire de Mathématiques de Bretagne AtlantiqueFR89 papers
- Laboratoire des Sciences et Techniques de l’Information de la Communication et de la ConnaissanceFR84 papers
- Université de Bretagne SudFR78 papers
- InsermFR29 papers
- Laboratoire de Traitement de l'Information MédicaleFR24 papers
- Université Grenoble AlpesFR24 papers
- Université Paris-SaclayFR16 papers
- École nationale supérieure de techniques avancées BretagneFR15 papers
- Centre Hospitalier Régional Universitaire de BrestFR14 papers
- IfremerFR14 papers
4 papers · 2 filters
Longitudinal Self-supervised Learning Using Neural Ordinary Differential Equation
Rachid Zeghlache, Pierre-Henri Conze, Mostafa El Habib Daho +8
Longitudinal analysis in medical imaging is crucial to investigate the progressive changes in anatomical structures or disease progression over time. In recent years, a novel class…
MedShapeNet -- A Large-Scale Dataset of 3D Medical Shapes for Computer Vision
Jianning Li, Zongwei Zhou, Jiancheng Yang +154
Prior to the deep learning era, shape was commonly used to describe the objects. Nowadays, state-of-the-art (SOTA) algorithms in medical imaging are predominantly diverging from co…
Fine-Grained is Too Coarse: A Novel Data-Centric Approach for Efficient Scene Graph Generation
Neau Maëlic, Paulo E. Santos, Anne-Gwenn Bosser +1
Learning to compose visual relationships from raw images in the form of scene graphs is a highly challenging task due to contextual dependencies, but it is essential in computer vi…
Reduction of rain-induced errors for wind speed estimation on SAR observations using convolutional neural networks
Aurélien Colin, Pierre Tandeo, Charles Peureux +2
Synthetic Aperture Radar is known to be able to provide high-resolution estimates of surface wind speed. These estimates usually rely on a Geophysical Model Function (GMF) that has…