David Helbert

32 papers B 4Misc 2Journal 17Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
Hyperspectral image super-resolution based on spectral graph wavelet transform.
Earth Sci. Informatics
Katia Omani, Mourad Lahdir, Nadia Zikiou, David Helbert
2026 J jnl
Prob-BBDM: A Probabilistic Brownian Bridge Diffusion Model for MRI sequence image-to-image translation.
Comput. Medical Imaging Graph.
Martin Valls, Pascal Bourdon, Christine Fernandez-Maloigne, Guillaume Herpe, David Helbert
2025 — conf
Improving Virtual Contrast Enhancement Using Longitudinal Data.
LMID@MICCAI
Pierre Fayolle, Alexandre Bône, Noëlie Debs, Philippe Robert, Pascal Bourdon, Rémy Guillevin, David Helbert
2025 J jnl
Improving Virtual Contrast Enhancement using Longitudinal Data.
CoRR
Pierre Fayolle, Alexandre Bône, Noëlie Debs, Philippe Robert, Pascal Bourdon, Rémy Guillevin, David Helbert
2025 — conf
Physics-Informed Autoencoder for DSC-MRI Perfusion Post-Processing: Application to Glioma Grading.
ISBI
Pierre Fayolle, Alexandre Bône, Noëlie Debs, Mathieu Naudin, Pascal Bourdon, Rémy Guillevin, David Helbert
2025 J jnl
Physics-Informed autoencoder for DSC-MRI Perfusion post-processing: application to glioma grading.
CoRR
Pierre Fayolle, Alexandre Bône, Noëlie Debs, Mathieu Naudin, Pascal Bourdon, Rémy Guillevin, David Helbert
2023 — conf
Face expression understanding by geometrical characterization of deep human face representation.
Image Processing: Algorithms and Systems
Adrien Raison, Théo Biardeau, Pascal Bourdon, David Helbert
2023 — conf
Multivariate curve resolution with autoencoders for CARS microspectroscopy.
Computational Imaging
Damien Boildieu, David Helbert, Amandine Magnaudeix, Philippe Leproux, Philippe Carré
2022 J jnl
EiX-GNN : Concept-level eigencentrality explainer for graph neural networks.
CoRR
Pascal Bourdon, David Helbert, Adrien Raison
2022 — conf
End-to-End Video Snapshot Compressive Imaging using Video Transformers.
IPTA
Wael Saideni, Fabien Courreges, David Helbert, Jean-Pierre Cances
2022 J jnl
ScoreCAM GNN: une explication optimale des réseaux profonds sur graphes.
CoRR
Adrien Raison, Pascal Bourdon, David Helbert
2021 — conf
7T MRI super-resolution with Generative Adversarial Network.
3D Imaging and Applications
Huy Do, Pascal Bourdon, David Helbert, Mathieu Naudin, Rémy Guillevin
2020 J jnl
Compressive Color Pattern Detection Using Partial Orthogonal Circulant Sensing Matrix.
IEEE Trans. Image Process.
Sylvain Rousseau, David Helbert
2020 J jnl
Implementing cascaded regression tree-based face landmarking: An in-depth overview.
Image Vis. Comput.
Romuald Perrot, Pascal Bourdon, David Helbert
2020 — conf
Learning a CNN on multiple sclerosis lesion segmentation with self-supervision.
3DMDP
Alexandre Fenneteau, Pascal Bourdon, David Helbert, Christine Fernandez-Maloigne, Christophe Habas, Rémy Guillevin
2020 J jnl
Support vector regression-based 3D-wavelet texture learning for hyperspectral image compression.
Vis. Comput.
Nadia Zikiou, Mourad Lahdir, David Helbert
2019 — book
Modélisation de la géométrie en imagerie non conventionnelle.
David Helbert
2019 J jnl
Patch graph-based wavelet inpainting for color images.
J. Vis. Commun. Image Represent.
David Helbert, Mohamed Malek, Pascal Bourdon, Philippe Carré
2018 B ed.
Advanced Concepts for Intelligent Vision Systems, 19th International Conference, ACIVS 2018, Poitiers, France, September 24-27, 2018, Proceedings.
ACIVS
Jacques Blanc-Talon, David Helbert, Wilfried Philips, Dan C. Popescu, Paul Scheunders
2018 J jnl
Detection of Urban Areas using Genetic Algorithms and Kohonen Maps on Multispectral images.
Int. J. Organ. Collect. Intell.
Djelloul Mokadem, Abdelmalek Amine, Zakaria Elberrichi, David Helbert
2018 J jnl
Sampling strategies for performance improvement in cascaded face regression.
J. Vis. Commun. Image Represent.
Romuald Perrot, Pascal Bourdon, David Helbert
2018 B conf
Spectral Graph Wavelet based Nonrigid Image Registration.
ICIP
Nhung Pham, David Helbert, Pascal Bourdon, Philippe Carré
2017 B conf
A data-driven approach to feature space selection for robust micro-endoscopic image reconstruction.
ICIP
Pascal Bourdon, David Helbert
2015 J jnl
Color graph based wavelet transform with perceptual information.
CoRR
Mohamed Malek, David Helbert, Philippe Carré
2015 J jnl
Color graph based wavelet transform with perceptual information.
J. Electronic Imaging
Mohamed Malek, David Helbert, Philippe Carré
2014 J jnl
Compressive Pattern Matching on Multispectral Data.
CoRR
Sylvain Rousseau, David Helbert, Philippe Carré, Jacques Blanc-Talon
2014 J jnl
Compressive Pattern Matching on Multispectral Data.
IEEE Trans. Geosci. Remote. Sens.
Sylvain Rousseau, David Helbert, Philippe Carré, Jacques Blanc-Talon
2013 Misc conf
Compressive template matching on multispectral data.
ICASSP
Sylvain Rousseau, David Helbert, Philippe Carré, Jacques Blanc-Talon
2013 Misc conf
Directional hypercomplex diffusion.
ICASSP
Mohamed Malek, David Helbert, Philippe Carré
2010 B conf
Metric tensor for multicomponent edge detection.
ICIP
Sylvain Rousseau, David Helbert, Philippe Carré, Jacques Blanc-Talon
2006 J jnl
3-D Discrete Analytical Ridgelet Transform.
IEEE Trans. Image Process.
David Helbert, Philippe Carré, Eric Andres
2003 — conf
3D fast ridgelet transform.
ICIP (1)
Philippe Carré, David Helbert, Eric Andres