Noémie Debroux

According to our database, Noémie Debroux authored at least 22 papers between 2015 and 2025.

Collaborative distances:

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

2025

Learning homeomorphic image registration via conformal-invariant hyperelastic regularisation.

Jing Zou, Noémie Debroux, Lihao Liu, Jing Qin, Carola-Bibiane Schönlieb, Angelica I. Avilés-Rivero

Medical Image Anal., 2025

On a Hybrid Joint Segmentation/Multimodal Registration Model via Finite Distortion Mappings and Implicit Neural Representations.

Diane Chan-Sock-Line, Noémie Debroux, Carole Le Guyader, Caroline Petitjean

Proceedings of the Scale Space and Variational Methods in Computer Vision, 2025

Hessian-Based Deep Retinal Vessel Segmentation with Extremely Few Annotations.

Benjamin Chivet, Noémie Debroux, Manuel Grand-Brochier, Antoine Vacavant

Proceedings of the Medical Image Understanding and Analysis - 29th Annual Conference, 2025

2023

A Multiscale Deformation Representation.

Noémie Debroux, Carole Le Guyader, Luminita A. Vese

SIAM J. Imaging Sci., June, 2023

Single-Image based unsupervised joint segmentation and denoising.

Nadja Gruber, Johannes Schwab, Noémie Debroux, Nicolas Papadakis, Markus Haltmeier

CoRR, 2023

Homeomorphic Image Registration via Conformal-Invariant Hyperelastic Regularisation.

Jing Zou, Noémie Debroux, Lihao Liu, Jing Qin, Carola-Bibiane Schönlieb, Angelica I. Avilés-Rivero

CoRR, 2023

Asymptotic Result for a Decoupled Nonlinear Elasticity-Based Multiscale Registration Model.

Noémie Debroux, Carole Le Guyader

Proceedings of the Scale Space and Variational Methods in Computer Vision, 2023

2021

Variational multi-task MRI reconstruction: Joint reconstruction, registration and super-resolution.

Veronica Corona, Angelica I. Avilés-Rivero, Noémie Debroux, Carole Le Guyader, Carola-Bibiane Schönlieb

Medical Image Anal., 2021

Compressed sensing plus motion (CS + M): A new perspective for improving undersampled MR image reconstruction.

Angelica I. Avilés-Rivero, Noémie Debroux, Guy B. Williams, Martin J. Graves, Carola-Bibiane Schönlieb

Medical Image Anal., 2021

Multiscale Registration.

Noémie Debroux, Carole Le Guyader, Luminita A. Vese

Proceedings of the Scale Space and Variational Methods in Computer Vision, 2021

2020

A Variational Model Dedicated to Joint Segmentation, Registration, and Atlas Generation for Shape Analysis.

Noémie Debroux, John A. D. Aston, Fabien Bonardi, Alistair Forbes, Carole Le Guyader, Marina Romanchikova, Carola-Bibiane Schönlieb

SIAM J. Imaging Sci., 2020

A Nonlocal Laplacian-Based Model for Bituminous Surfacing Crack Recovery and its MPI Implementation.

Noémie Debroux, Carole Le Guyader, Luminita A. Vese

J. Math. Imaging Vis., 2020

Learning Optical Flow for Fast MRI Reconstruction.

Timothée Schmoderer, Angelica I. Avilés-Rivero, Veronica Corona, Noémie Debroux, Carola B. Schönlieb

CoRR, 2020

A Time-Dependent Joint Segmentation and Registration Model: Application to Longitudinal Registration of Hepatic DCE-MRI Sequences.

Noémie Debroux, Guillaume Lienemann, Benoît Magnin, Carole Le Guyader, Antoine Vacavant

Proceedings of the Tenth International Conference on Image Processing Theory, 2020

2019

Dim the Lights! - Low-Rank Prior Temporal Data for Specular-Free Video Recovery.

Samar M. Alsaleh, Angelica I. Avilés-Rivero, Noémie Debroux, James K. Hahn

CoRR, 2019

Multi-tasking to Correct: Motion-Compensated MRI via Joint Reconstruction and Registration.

Veronica Corona, Angelica I. Avilés-Rivero, Noémie Debroux, Martin J. Graves, Carole Le Guyader, Carola-Bibiane Schönlieb, Guy B. Williams

Proceedings of the Scale Space and Variational Methods in Computer Vision, 2019

2018

Mathematical modelling of image processing problems : theoretical studies and applications to joint registration and segmentation. (Modélisation mathématique de problèmes relatifs au traitement d'images : étude théorique et applications aux méthodes conjointes de recalage et de segmentation).

Noémie Debroux

PhD thesis, 2018

A Joint Segmentation/Registration Model Based on a Nonlocal Characterization of Weighted Total Variation and Nonlocal Shape Descriptors.

Noémie Debroux, Carole Le Guyader

SIAM J. Imaging Sci., 2018

2017

A Non-local Topology-Preserving Segmentation-Guided Registration Model.

Noémie Debroux, Solène Ozeré, Carole Le Guyader

J. Math. Imaging Vis., 2017

A Unified Hyperelastic Joint Segmentation/Registration Model Based on Weighted Total Variation and Nonlocal Shape Descriptors.

Noémie Debroux, Carole Le Guyader

Proceedings of the Scale Space and Variational Methods in Computer Vision, 2017

Spatially-Variant Kernel for Optical Flow Under Low Signal-to-Noise Ratios Application to Microscopy.

Denis Fortun, Noémie Debroux, Charles Kervrann

Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

2015

Enumeration of Polycubes and Dirichlet Convolutions.

Christophe Carré, Noémie Debroux, Matthieu Deneufchâtel, Jean-Philippe Dubernard, Conrad Hillairet, Jean-Gabriel Luque, Olivier Mallet

J. Integer Seq., 2015