Fabien Baldacci

According to our database, Fabien Baldacci authored at least 21 papers between 2008 and 2024.

Collaborative distances:

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

2024

Anatomical feature-prioritized loss for enhanced MR to CT translation.

Arthur Longuefosse, Baudouin Denis de Senneville, Gael Dournes, Ilyes Benlala, Pascal Desbarats, Fabien Baldacci

CoRR, 2024

Adapted nnU-Net: A Robust Baseline for Cross-Modality Synthesis and Medical Image Inpainting.

Arthur Longuefosse, Edern Le Bot, Baudouin Denis de Senneville, Rémi Giraud, Boris Mansencal, Pierrick Coupé, Pascal Desbarats, Fabien Baldacci

Proceedings of the Simulation and Synthesis in Medical Imaging, 2024

On the Use of Perceptual Loss for Fine Structure Generation : Illustration on Lung MR to CT Synthesis.

Arthur Longuefosse, Baudouin Denis de Senneville, Gaël Dournes, Ilyes Benlala, Pascal Desbarats, Fabien Baldacci

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

Incorporating 3D Information in 2.5D Networks: Strategies for MR to CT Synthesis.

Arthur Longuefosse, Baudouin Denis de Senneville, Gaël Dournes, Ilyes Benlala, Pascal Desbarats, Fabien Baldacci

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

CT Evaluation of 2D and 3D Holistic Deep Learning Methods for the Volumetric Segmentation of Airway Lesions.

Amel Imene Hadj Bouzid, Baudouin Denis de Senneville, Fabien Baldacci, Pascal Desbarats, Patrick Berger, Ilyes Benlala, Gaël Dournes

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

Sinogram-based data augmentation by extracting feature points in the Radon space.

Nina Lassalle-Astis, Pascal Desbarats, Fabien Baldacci, Romain Brault

Proceedings of the Thirteenth IEEE International Conference on Image Processing Theory, 2024

Object Segmentation in the Wild with Foundation Models: Application to Vision Assisted Neuro-Prostheses for Upper Limbs.

Bolutife Atoki, Jenny Benois-Pineau, Fabien Baldacci, Aymar de Rugy

Proceedings of the 12th European Workshop on Visual Information Processing, 2024

2023

MR to CT Synthesis Using GANs: A Practical Guide Applied to Thoracic Imaging.

Arthur Longuefosse, Baudouin Denis de Senneville, Gaël Dournes, Ilyes Benlala, François Laurent, Pascal Desbarats, Fabien Baldacci

Proceedings of the 18th International Joint Conference on Computer Vision, 2023

Lung CT Synthesis Using GANs with Conditional Normalization on Registered Ultrashort Echo-Time MRI.

Arthur Longuefosse, Gaël Dournes, Ilyes Benlala, Baudouin Denis de Senneville, François Laurent, Pascal Desbarats, Fabien Baldacci

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

2022

Methodology to Adapt Neural Network on Constrained Device at Topology level.

Logan Saint-Germain, Bertrand Le Gal, Fabien Baldacci, Jérémie Crenne, Christophe Jégo, Sebastien Loty

Proceedings of the IEEE Workshop on Signal Processing Systems, 2022

2018

3D human airway segmentation from high hesolution MR imaging.

Fabien Baldacci, François Laurent, Patrick Berger, Gaël Dournes

Proceedings of the Eleventh International Conference on Machine Vision, 2018

2017

New methods for the geometrical analysis of tubular organs.

Florent Grélard, Fabien Baldacci, Anne Vialard, Jean-Philippe Domenger

Medical Image Anal., 2017

Combining Different Reconstruction Kernel Responses as Preprocessing Step for Airway Tree Extraction in CT Scan.

Samah Bouzidi, Fabien Baldacci, Chokri Ben Amar, Pascal Desbarats

Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2017) - Volume 4: VISAPP, Porto, Portugal, February 27, 2017

2016

Oriented boundary graph: An efficient structuring model for segmentation of 3D images.

Fabien Baldacci, Achille J.-P. Braquelaire

Comput. Vis. Image Underst., 2016

Improving curve skeletons of tubular volumes.

Florent Grélard, Fabien Baldacci, Anne Vialard, Jean-Philippe Domenger

Proceedings of the Sixth International Conference on Image Processing Theory, 2016

Centerlines of Tubular Volumes Based on Orthogonal Plane Estimation.

Florent Grélard, Fabien Baldacci, Anne Vialard, Jean-Philippe Domenger

Proceedings of the Discrete Geometry for Computer Imagery, 2016

2015

Precise Cross-Section Estimation on Tubular Organs.

Florent Grélard, Fabien Baldacci, Anne Vialard, Jacques-Olivier Lachaud

Proceedings of the Computer Analysis of Images and Patterns, 2015

2012

An Unbiased and Intervoxel Watershed Algorithm for 3D Image Segmentation.

Fabien Baldacci

Proceedings of the Image Analysis and Recognition - 9th International Conference, 2012

2010

Oriented Boundary Graph: A Framework to Design and Implement 3D Segmentation Algorithms.

Fabien Baldacci, Achille J.-P. Braquelaire, Jean-Philippe Domenger

Proceedings of the 20th International Conference on Pattern Recognition, 2010

2009

3D Topological Map Extraction from Oriented Boundary Graph.

Fabien Baldacci, Achille J.-P. Braquelaire, Guillaume Damiand

Proceedings of the Graph-Based Representations in Pattern Recognition, 2009

2008

3D Image Topological Structuring with an Oriented Boundary Graph for Split and Merge Segmentation.

Fabien Baldacci, Achille J.-P. Braquelaire, Pascal Desbarats, Jean-Philippe Domenger

Proceedings of the Discrete Geometry for Computer Imagery, 2008