Carole Le Guyader

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 23

Top Topics

Total Variation

Joint Segmentation

Top Venues

SIAM J. Imaging Sci.

J. Math. Imaging Vis.

Publications

Zoé Lambert, Carole Le Guyader
About the Incorporation of Topological Prescriptions in CNNs for Medical Image Semantic Segmentation. J. Math. Imaging Vis. 66 (4) (2024)
Carole Le Guyader, Samia Ainouz, Stéphane Canu
A Physically Admissible Stokes Vector Reconstruction in Linear Polarimetric Imaging. J. Math. Imaging Vis. 65 (4) (2023)
Zoé Lambert, Carole Le Guyader, Caroline Petitjean
On the Inclusion of Topological Requirements in CNNs for Semantic Segmentation Applied to Radiotherapy. SSVM (2023)
Noémie Debroux, Carole Le Guyader
Asymptotic Result for a Decoupled Nonlinear Elasticity-Based Multiscale Registration Model. SSVM (2023)
Noémie Debroux, Carole Le Guyader, Luminita A. Vese
A Multiscale Deformation Representation. SIAM J. Imaging Sci. 16 (2) (2023)
Zoé Lambert, Carole Le Guyader, Caroline Petitjean
Enforcing Geometrical Priors in Deep Networks for Semantic Segmentation Applied to Radiotherapy Planning. J. Math. Imaging Vis. 64 (8) (2022)
Noémie Debroux, Carole Le Guyader, Luminita A. Vese
Multiscale Registration. SSVM (2021)
Zoé Lambert, Carole Le Guyader, Caroline Petitjean
A Geometrically-Constrained Deep Network For Ct Image Segmentation. ISBI (2021)
Veronica Corona, Angelica I. Avilés-Rivero, Noémie Debroux, Carole Le Guyader, Carola-Bibiane Schönlieb
Variational multi-task MRI reconstruction: Joint reconstruction, registration and super-resolution. Medical Image Anal. 68 (2021)
Hélène Barucq, Monique Chyba, Christian Gout, Carole Le Guyader
Oceanic Surface Current Approximation from Sparse Data. IGARSS (2020)
Raphaël Antoine, Ioana Ciotir, Stéphane Costa, Yannick Fargier, Cyrille Fauchard, Christian Gout, Carole Le Guyader, Olivier Maquaire, Sam Taoum, Antoine Tonnoir
Coastline Erosion Study via UAV Drone Remote Sensing Using Python Modelling Electrical Resistivity Imaging (PyMERI). IGARSS (2020)
Noémie Debroux, Carole Le Guyader, Luminita A. Vese
A Nonlocal Laplacian-Based Model for Bituminous Surfacing Crack Recovery and its MPI Implementation. J. Math. Imaging Vis. 62 (6-7) (2020)
Noémie Debroux, Guillaume Lienemann, Benoît Magnin, Carole Le Guyader, Antoine Vacavant
A Time-Dependent Joint Segmentation and Registration Model: Application to Longitudinal Registration of Hepatic DCE-MRI Sequences. IPTA (2020)
Zoé Lambert, Carole Le Guyader, Caroline Petitjean
Analysis of the weighted Van der Waals-Cahn-Hilliard model for image segmentation. IPTA (2020)
Noémie Debroux, John Aston, Fabien Bonardi, Alistair Forbes, Carole Le Guyader, Marina Romanchikova, Carola-Bibiane Schönlieb
A Variational Model Dedicated to Joint Segmentation, Registration, and Atlas Generation for Shape Analysis. SIAM J. Imaging Sci. 13 (1) (2020)
Veronica Corona, Angelica I. Avilés-Rivero, Noémie Debroux, Carole Le Guyader, Carola-Bibiane Schönlieb
Variational Multi-Task MRI Reconstruction: Joint Reconstruction, Registration and Super-Resolution. CoRR (2019)
Noémie Debroux, John Aston, Fabien Bonardi, Alistair Forbes, Carole Le Guyader, Marina Romanchikova, Carola Schönlieb
A Variational Model Dedicated to Joint Segmentation, Registration and Atlas Generation for Shape Analysis. CoRR (2019)
Veronica Corona, Angelica I. Avilés-Rivero, Noémie Debroux, Martin J. Graves, Carole Le Guyader, Carola-Bibiane Schönlieb, Guy Williams
Multi-tasking to Correct: Motion-Compensated MRI via Joint Reconstruction and Registration. SSVM (2019)
Noémie Debroux, Carole Le Guyader
A Joint Segmentation/Registration Model Based on a Nonlocal Characterization of Weighted Total Variation and Nonlocal Shape Descriptors. SIAM J. Imaging Sci. 11 (2) (2018)
Noémie Debroux, Carole Le Guyader
A Unified Hyperelastic Joint Segmentation/Registration Model Based on Weighted Total Variation and Nonlocal Shape Descriptors. SSVM (2017)
Noémie Debroux, Solène Ozeré, Carole Le Guyader
A Non-local Topology-Preserving Segmentation-Guided Registration Model. J. Math. Imaging Vis. 59 (3) (2017)
Solène Ozeré, Carole Le Guyader
Nonlocal Joint Segmentation Registration Model. SSVM (2015)
Solène Ozeré, Christian Gout, Carole Le Guyader
Joint Segmentation/Registration Model by Shape Alignment via Weighted Total Variation Minimization and Nonlinear Elasticity. SIAM J. Imaging Sci. 8 (3) (2015)
Ratiba Derfoul, Carole Le Guyader
A constrained registration problem based on Ciarlet-Geymonat stored energy. Medical Imaging: Image Processing (2014)
Solene Ozere, Carole Le Guyader
A joint segmentation-registration framework based on weighted total variation and nonlinear elasticity principles. ICIP (2014)
Ratiba Derfoul, Carole Le Guyader
A Relaxed Problem of Registration Based on the Saint Venant-Kirchhoff Material Stored Energy for the Mapping of Mouse Brain Gene Expression Data to a Neuroanatomical Mouse Atlas. SIAM J. Imaging Sci. 7 (4) (2014)
Carole Le Guyader, Dominique Apprato, Christian Gout
Spline approximation of gradient fields: Applications to wind velocity fields. Math. Comput. Simul. 97 (2014)
Ratiba Derfoul, Sébastien Da Veiga, Christian Gout, Carole Le Guyader, Elodie Tillier
Image processing tools for better incorporation of 4D seismic data into reservoir models. J. Comput. Appl. Math. 240 (2013)
Cyrille Bonamy, Carole Le Guyader
Split Bregman iteration and infinity Laplacian for image decomposition. J. Comput. Appl. Math. 240 (2013)
Carole Le Guyader, Christian Gout, Anne-Sophie Macé, Dominique Apprato
Gradient field approximation: Application to registration in image processing. J. Comput. Appl. Math. 240 (2013)
Nóirín Duggan, Hayden Schaeffer, Carole Le Guyader, Edward Jones, Martin Glavin, Luminita A. Vese
Boundary detection in echocardiography using a Split Bregman edge detector and a topology preserving level set approach. ISBI (2013)
Thibaud Roy, Christian Gout, Carole Le Guyader, Erik Lenglart
Wind velocity field approximation from sparse data. IGARSS (2013)
Carole Le Guyader, Dominique Apprato, Christian Gout
On the Construction of Topology-Preserving Deformation Fields. IEEE Trans. Image Process. 21 (4) (2012)
Dominique Apprato, Christian Gout, Carole Le Guyader
On the construction of topology-preserving deformations. Medical Imaging: Image Processing (2012)
Tungyou Lin, Carole Le Guyader, Ivo D. Dinov, Paul M. Thompson, Arthur W. Toga, Luminita A. Vese
Gene Expression Data to Mouse Atlas Registration Using a Nonlinear Elasticity Smoother and Landmark Points Constraints. J. Sci. Comput. 50 (3) (2012)
Carole Le Guyader, Luminita A. Vese
A combined segmentation and registration framework with a nonlinear elasticity smoother. Comput. Vis. Image Underst. 115 (12) (2011)
Tungyou Lin, Carole Le Guyader, Erh-Fang Lee, Ivo D. Dinov, Paul M. Thompson, Arthur W. Toga, Luminita A. Vese
Gene to mouse atlas registration using a landmark-based nonlinear elasticity smoother. Medical Imaging: Image Processing (2009)
Laurence Guillot, Carole Le Guyader
Extrapolation of Vector Fields Using the Infinity Laplacian and with Applications to Image Segmentation. SSVM (2009)
Carole Le Guyader, Luminita A. Vese
A Combined Segmentation and Registration Framework with a Nonlinear Elasticity Smoother. SSVM (2009)
Tungyou Lin, Erh-Fang Lee, Ivo D. Dinov, Carole Le Guyader, Paul M. Thompson, Arthur W. Toga, Luminita A. Vese
A landmark-based nonlinear elasticity model for mouse atlas registration. ISBI (2008)
Carole Le Guyader, Christian Gout
Geodesic active contour under geometrical conditions: theory and 3D applications. Numer. Algorithms 48 (1-3) (2008)
Christian Gout, Carole Le Guyader, Lucia Romani, A.-G. Saint-Guirons
-splines and the finite element method. Numer. Algorithms 48 (1-3) (2008)
Carole Le Guyader, Luminita A. Vese
Self-Repelling Snakes for Topology-Preserving Segmentation Models. IEEE Trans. Image Process. 17 (5) (2008)
Nicolas Forcadel, Carole Le Guyader, Christian Gout
Generalized fast marching method: applications to image segmentation. Numer. Algorithms 48 (1-3) (2008)
Carole Le Guyader, Dominique Apprato, Christian Gout
Using a level set approach for image segmentation under interpolation conditions. Numer. Algorithms 39 (1-3) (2005)
Christian Gout, Carole Le Guyader, Luminita A. Vese
Segmentation under geometrical conditions using geodesic active contours and interpolation using level set methods. Numer. Algorithms 39 (1-3) (2005)
Dominique Apprato, Dominique Ducassou, Christian Gout, Eric Laffon, Carole Le Guyader
Segmentation of medical image sequence under constraints: application to non-invasive assessment of pulmonary arterial hypertension. Int. J. Comput. Math. 81 (5) (2004)