Segmentation of medical image sequence under constraints: application to non-invasive assessment of pulmonary arterial hypertension. - Dominique Apprato; Dominique Ducassou; Christian Gout; Eric Laffon; Carole Le Guyader (Int. J. Comput. Math., 2004)

Segmentation under geometrical conditions using geodesic active contours and interpolation using level set methods. - Christian Gout; Carole Le Guyader; Luminita A. Vese (Numer. Algorithms, 2005)

Using a level set approach for image segmentation under interpolation conditions. - Carole Le Guyader; Dominique Apprato; Christian Gout (Numer. Algorithms, 2005)

A landmark-based nonlinear elasticity model for mouse atlas registration. - Tungyou Lin; Erh-Fang Lee; Ivo D. Dinov; Carole Le Guyader; Paul M. Thompson; Arthur W. Toga; Luminita A. Vese (ISBI, 2008)

Generalized fast marching method: applications to image segmentation. - Nicolas Forcadel; Carole Le Guyader; Christian Gout (Numer. Algorithms, 2008)

Approximation of surfaces with fault(s) and/or rapidly varying data, using a segmentation process, D m -splines and the finite element method. - Christian Gout; Carole Le Guyader; Lucia Romani; A.-G. Saint-Guirons (Numer. Algorithms, 2008)

Geodesic active contour under geometrical conditions: theory and 3D applications. - Carole Le Guyader; Christian Gout (Numer. Algorithms, 2008)

Self-Repelling Snakes for Topology-Preserving Segmentation Models. - Carole Le Guyader; Luminita A. Vese (IEEE Trans. Image Process., 2008)

Gene to mouse atlas registration using a landmark-based nonlinear elasticity smoother. - Tungyou Lin; Carole Le Guyader; Erh-Fang Lee; Ivo D. Dinov; Paul M. Thompson; Arthur W. Toga; Luminita A. Vese (Image Processing, 2009)

Extrapolation of Vector Fields Using the Infinity Laplacian and with Applications to Image Segmentation. - Laurence Guillot; Carole Le Guyader (SSVM, 2009)

A combined segmentation and registration framework with a nonlinear elasticity smoother. - Carole Le Guyader; Luminita A. Vese (Comput. Vis. Image Underst., 2011)

On the construction of topology-preserving deformations. - Dominique Apprato; Christian Gout; Carole Le Guyader (Image Processing, 2012)

Gene Expression Data to Mouse Atlas Registration Using a Nonlinear Elasticity Smoother and Landmark Points Constraints. - Tungyou Lin; Carole Le Guyader; Ivo D. Dinov; Paul M. Thompson; Arthur W. Toga; Luminita A. Vese (J. Sci. Comput., 2012)

On the Construction of Topology-Preserving Deformation Fields. - Carole Le Guyader; Dominique Apprato; Christian Gout (IEEE Trans. Image Process., 2012)

Wind velocity field approximation from sparse data. - Thibaud Roy; Christian Gout; Carole Le Guyader; Erik Lenglart (IGARSS, 2013)

Boundary detection in echocardiography using a Split Bregman edge detector and a topology preserving level set approach. - Nóirín Duggan; Hayden Schaeffer; Carole Le Guyader; Edward Jones; Martin Glavin; Luminita A. Vese (ISBI, 2013)

Split Bregman iteration and infinity Laplacian for image decomposition. - Cyrille Bonamy; Carole Le Guyader (J. Comput. Appl. Math., 2013)

Image processing tools for better incorporation of 4D seismic data into reservoir models. - Ratiba Derfoul; Sébastien Da Veiga; Christian Gout; Carole Le Guyader; Elodie Tillier (J. Comput. Appl. Math., 2013)

Gradient field approximation: Application to registration in image processing. - Carole Le Guyader; Christian Gout; Anne-Sophie Macé; Dominique Apprato (J. Comput. Appl. Math., 2013)

A joint segmentation-registration framework based on weighted total variation and nonlinear elasticity principles. - Solene Ozere; Carole Le Guyader (ICIP, 2014)

A constrained registration problem based on Ciarlet-Geymonat stored energy. - Ratiba Derfoul; Carole Le Guyader (Image Processing, 2014)

Spline approximation of gradient fields: Applications to wind velocity fields. - Carole Le Guyader; Dominique Apprato; Christian Gout (Math. Comput. Simul., 2014)

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. - Ratiba Derfoul; Carole Le Guyader (SIAM J. Imaging Sci., 2014)

Nonlocal Joint Segmentation Registration Model. - Solène Ozeré; Carole Le Guyader (SSVM, 2015)

Joint Segmentation/Registration Model by Shape Alignment via Weighted Total Variation Minimization and Nonlinear Elasticity. - Solène Ozeré; Christian Gout; Carole Le Guyader (SIAM J. Imaging Sci., 2015)

A Unified Hyperelastic Joint Segmentation/Registration Model Based on Weighted Total Variation and Nonlocal Shape Descriptors. - Noémie Debroux; Carole Le Guyader (SSVM, 2017)

A Non-local Topology-Preserving Segmentation-Guided Registration Model. - Noémie Debroux; Solène Ozeré; Carole Le Guyader (J. Math. Imaging Vis., 2017)

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)

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 (SSVM, 2019)

Coastline Erosion Study via UAV Drone Remote Sensing Using Python Modelling Electrical Resistivity Imaging (PyMERI). - Raphaël Antoine; Ioana Ciotir; Stéphane Costa; Yannick Fargier; Cyrille Fauchard; Christian Gout; Carole Le Guyader; Olivier Maquaire; Sam Taoum; Antoine Tonnoir (IGARSS, 2020)

Oceanic Surface Current Approximation from Sparse Data. - Hélène Barucq; Monique Chyba; Christian Gout; Carole Le Guyader (IGARSS, 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 (IPTA, 2020)

Analysis of the weighted Van der Waals-Cahn-Hilliard model for image segmentation. - Zoé Lambert; Carole Le Guyader; Caroline Petitjean (IPTA, 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)

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 Geometrically-Constrained Deep Network For Ct Image Segmentation. - Zoé Lambert; Carole Le Guyader; Caroline Petitjean (ISBI, 2021)

Multiscale Registration. - Noémie Debroux; Carole Le Guyader; Luminita A. Vese (SSVM, 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)

Enforcing Geometrical Priors in Deep Networks for Semantic Segmentation Applied to Radiotherapy Planning. - Zoé Lambert; Carole Le Guyader; Caroline Petitjean (J. Math. Imaging Vis., 2022)

Asymptotic Result for a Decoupled Nonlinear Elasticity-Based Multiscale Registration Model. - Noémie Debroux; Carole Le Guyader (SSVM, 2023)

On the Inclusion of Topological Requirements in CNNs for Semantic Segmentation Applied to Radiotherapy. - Zoé Lambert; Carole Le Guyader; Caroline Petitjean (SSVM, 2023)

A Multiscale Deformation Representation. - Noémie Debroux; Carole Le Guyader; Luminita A. Vese (SIAM J. Imaging Sci., 2023)

A Physically Admissible Stokes Vector Reconstruction in Linear Polarimetric Imaging. - Carole Le Guyader; Samia Ainouz 001; Stéphane Canu (J. Math. Imaging Vis., 2023)

About the Incorporation of Topological Prescriptions in CNNs for Medical Image Semantic Segmentation. - Zoé Lambert; Carole Le Guyader (J. Math. Imaging Vis., 2024)

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 (SSVM (2), 2025)

Contrast Highlighting of TV-Based Reconstructed Polarimetric Images. - Carole Le Guyader; Fabien Pierre (SSVM (1), 2025)