David Helbert

According to our database, David Helbert authored at least 23 papers between 2003 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Face expression understanding by geometrical characterization of deep human face representation.

Adrien Raison, Théo Biardeau, Pascal Bourdon, David Helbert

Proceedings of the Image Processing: Algorithms and Systems XXI, 2023

Multivariate curve resolution with autoencoders for CARS microspectroscopy.

Damien Boildieu, David Helbert, Amandine Magnaudeix, Philippe Leproux, Philippe Carré

Proceedings of the Computational Imaging XXI, San Francisco, 2023

2022

ScoreCAM GNN: une explication optimale des réseaux profonds sur graphes.

Adrien Raison, Pascal Bourdon, David Helbert

CoRR, 2022

EiX-GNN : Concept-level eigencentrality explainer for graph neural networks.

Pascal Bourdon, David Helbert, Adrien Raison

CoRR, 2022

End-to-End Video Snapshot Compressive Imaging using Video Transformers.

Wael Saideni, Fabien Courreges, David Helbert, Jean-Pierre Cances

Proceedings of the Eleventh International Conference on Image Processing Theory, 2022

2021

7T MRI super-resolution with Generative Adversarial Network.

Huy Do, Pascal Bourdon, David Helbert, Mathieu Naudin, Rémy Guillevin

Proceedings of the 3D Imaging and Applications 2021, online, January 11-28, 2021, 2021

2020

Support vector regression-based 3D-wavelet texture learning for hyperspectral image compression.

Nadia Zikiou, Mourad Lahdir, David Helbert

Vis. Comput., 2020

Compressive Color Pattern Detection Using Partial Orthogonal Circulant Sensing Matrix.

Sylvain Rousseau, David Helbert

IEEE Trans. Image Process., 2020

Implementing cascaded regression tree-based face landmarking: An in-depth overview.

Romuald Perrot, Pascal Bourdon, David Helbert

Image Vis. Comput., 2020

Learning a CNN on multiple sclerosis lesion segmentation with self-supervision.

Alexandre Fenneteau, Pascal Bourdon, David Helbert, Christine Fernandez-Maloigne, Christophe Habas, Rémy Guillevin

Proceedings of the 3D Measurement and Data Processing 2020, 2020

2019

Patch graph-based wavelet inpainting for color images.

David Helbert, Mohamed Malek, Pascal Bourdon, Philippe Carré

J. Vis. Commun. Image Represent., 2019

Modélisation de la géométrie en imagerie non conventionnelle.

David Helbert

, 2019

2018

Sampling strategies for performance improvement in cascaded face regression.

Romuald Perrot, Pascal Bourdon, David Helbert

J. Vis. Commun. Image Represent., 2018

Detection of Urban Areas using Genetic Algorithms and Kohonen Maps on Multispectral images.

Djelloul Mokadem, Abdelmalek Amine, Zakaria Elberrichi, David Helbert

Int. J. Organ. Collect. Intell., 2018

Spectral Graph Wavelet based Nonrigid Image Registration.

Nhung Pham, David Helbert, Pascal Bourdon, Philippe Carré

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

2017

A data-driven approach to feature space selection for robust micro-endoscopic image reconstruction.

Pascal Bourdon, David Helbert

Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

2015

Color graph based wavelet transform with perceptual information.

Mohamed Malek, David Helbert, Philippe Carré

J. Electronic Imaging, 2015

2014

Compressive Pattern Matching on Multispectral Data.

Sylvain Rousseau, David Helbert, Philippe Carré, Jacques Blanc-Talon

IEEE Trans. Geosci. Remote. Sens., 2014

2013

Compressive template matching on multispectral data.

Sylvain Rousseau, David Helbert, Philippe Carré, Jacques Blanc-Talon

Proceedings of the IEEE International Conference on Acoustics, 2013

Directional hypercomplex diffusion.

Mohamed Malek, David Helbert, Philippe Carré

Proceedings of the IEEE International Conference on Acoustics, 2013

2010

Metric tensor for multicomponent edge detection.

Sylvain Rousseau, David Helbert, Philippe Carré, Jacques Blanc-Talon

Proceedings of the International Conference on Image Processing, 2010

2006

3-D Discrete Analytical Ridgelet Transform.

David Helbert, Philippe Carré, Eric Andres

IEEE Trans. Image Process., 2006

2003

3D fast ridgelet transform.

Philippe Carré, David Helbert, Eric Andres

Proceedings of the 2003 International Conference on Image Processing, 2003