A Survey of Topology and Geometry-Constrained Segmentation Methods in Weakly Supervised Settings

Autor: Carole Le Guyader, Noémie Debroux, Ke Chen

Publikováno v: Handbook of Mathematical Models and Algorithms in Computer Vision and Imaging ISBN: 9783030986605
Handbook of Mathematical Models and Algorithms in Computer Vision and Imaging ISBN: 9783030030094
Handbook of Mathematical Models and Algorithms in Computer Vision and Imaging

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::909960580fcec480d73d5ba086b5eb24
https://doi.org/10.1007/978-3-030-98661-2_85

Multiscale Registration

Autor: Noémie Debroux, Carole Le Guyader, Luminita A. Vese

Publikováno v: Scale Space and Variational Methods in Computer Vision
Scale Space and Variational Methods in Computer Vision, 12679, Springer International Publishing, pp.115-127, 2021, Lecture Notes in Computer Science, ⟨10.1007/978-3-030-75549-2_10⟩
Lecture Notes in Computer Science ISBN: 9783030755485

International audience; In the seminal paper E. Tadmor, S. Nezzar and L. Vese, A multiscale image representation using hierarchical (BV, L 2) decompositions, Multiscale Model. Simul., 2(4), 554-579, (2004), the authors introduce a multiscale image de

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::d79bcbcf06562f373ab868b039f57252
https://hal.uca.fr/hal-03470756/document

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

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

Publikováno v: International Conference on Image Processing Theory, Tools and Applications
International Conference on Image Processing Theory, Tools and Applications, Nov 2020, Paris, France
IPTA

While segmentation consists in partitioning a given image into meaningful constituents in order to identify relevant structures such as homogeneous regions or edges, registration, given two images, aims at finding an optimal orientationpreserving one

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::438ffd281351557ba025410e7336a880
https://hal.uca.fr/hal-03034189

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

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

Publikováno v: SIAM Journal on Imaging Sciences
SIAM Journal on Imaging Sciences, 2020, 13 (1), pp.351-380. ⟨10.1137/19M1271907⟩
SIAM Journal on Imaging Sciences, Society for Industrial and Applied Mathematics, 2020, 13 (1), pp.351-380. ⟨10.1137/19M1271907⟩

International audience; In medical image analysis, constructing an atlas, i.e. a mean representative of an ensemble of images, is a critical task for practitioners to estimate variability of shapes inside a population, and to characterise and underst

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::d51b882758957c4f7a4fe04d7c8da098
https://uca.hal.science/hal-03034316

Learning optical flow for fast MRI reconstruction

Autor: Veronica Corona, Carola-Bibiane Schönlieb, Angelica I. Aviles-Rivero, Noémie Debroux, T. Schmoderer

Publikováno v: Inverse Problems
Inverse Problems, IOP Publishing, 2021, 37 (9), pp.095007. ⟨10.1088/1361-6420/ac164a⟩
Inverse Problems, 2021, 37 (9), pp.095007. ⟨10.1088/1361-6420/ac164a⟩
SIAM Conference on Imaging Science 2020
SIAM Conference on Imaging Science 2020, Jul 2020, Toronto (Online), Canada

International audience; Reconstructing high-quality magnetic resonance images (MRIs) from undersampled raw data is of great interest from both technical and clinical point of views. To this date, however, it is still a mathematically and computationa

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::a91f12c9f4a7061ab12ff21c79b32285
https://doi.org/10.1088/1361-6420/ac164a