28 documents
Articles dans une revue
- Antoine Houdard, Arthur Leclaire, Nicolas Papadakis, Julien Rabin. On the Gradient Formula for learning Generative Models with Regularized Optimal Transport Costs. Transactions on Machine Learning Research Journal, 2023. ⟨hal-03740368⟩
- Antoine Salmona, Julie Delon, Agnès Desolneux. Gromov-Wasserstein Distances between Gaussian Distributions. Journal of Applied Probability, 2022, 59 (4), ⟨10.1017/jpr.2022.16⟩. ⟨hal-03197398v3⟩
- Elena Di Bernardino, Céline Duval. Statistics for Gaussian Random Fields with Unknown Location and Scale using Lipschitz-Killing Curvatures. Scandinavian Journal of Statistics, 2022, 49, pp.143-184. ⟨10.1111/sjos.12500⟩. ⟨hal-02317747⟩
- Julie Delon, Nathael Gozlan, Alexandre Saint-Dizier. Generalized Wasserstein barycenters between probability measures living on different subspaces. The Annals of Applied Probability, 2022. ⟨hal-03231278⟩
- Mariem Abaach, Hermine Biermé, Elena Di Bernardino. Testing marginal symmetry of digital noise images through the perimeter of excursion sets. Electronic Journal of Statistics , 2021, 15 (2), pp.6429-6460. ⟨10.1214/21-EJS1949⟩. ⟨hal-03426931⟩
- Hermine Biermé, Agnès Desolneux. The effect of discretization on the mean geometry of a 2D random field. Annales Henri Lebesgue, 2021, 4, pp.1295-1345. ⟨10.5802/ahl.103⟩. ⟨hal-02793752⟩
- Arthur Leclaire, Julien Rabin. A Stochastic Multi-layer Algorithm for Semi-Discrete Optimal Transport with Applications to Texture Synthesis and Style Transfer. Journal of Mathematical Imaging and Vision, 2020, 63, pp.282-308. ⟨10.1007/s10851-020-00975-4⟩. ⟨hal-02331068v2⟩
- Hermine Biermé, Agnès Desolneux. Mean Geometry for 2D random fields: level perimeter and level total curvature integrals. The Annals of Applied Probability, 2020, 30 (2), pp.561-607. ⟨10.1214/19-AAP1508⟩. ⟨hal-01370902v5⟩
- Elena Di Bernardino, Anne Estrade, Maurizia Rossi. On the excursion area of perturbed Gaussian fields. ESAIM: Probability and Statistics, 2020, 24, pp.252-274. ⟨10.1051/ps/2020002⟩. ⟨hal-02904016⟩
- Valentin de Bortoli, Agnès Desolneux, Alain Durmus, Bruno Galerne, Arthur Leclaire. Maximum entropy methods for texture synthesis: theory and practice. SIAM Journal on Mathematics of Data Science, 2020, ⟨10.1137/19M1307731⟩. ⟨hal-03037099⟩
- Mohamed Kaseb, Guillaume Mercère, Hermine Biermé, Fabrice Brémand, Philippe Carré. Phase estimation of a 2D fringe pattern using a monogenic-based multiscale analysis. Journal of the Optical Society of America. A Optics, Image Science, and Vision, 2019, 36 (11), pp.C143-C153. ⟨10.1364/JOSAA.36.00C143⟩. ⟨hal-03231260⟩
Communications dans un congrès
- Samuel Hurault, Ulugbek Kamilov, Arthur Leclaire, Nicolas Papadakis. Convergent Bregman Plug-and-Play Image Restoration for Poisson Inverse Problems. Neural Information Processing Systems (NeurIPS'23), Dec 2023, New Orleans, United States. ⟨hal-04121529⟩
- Samuel Hurault, Antonin Chambolle, Arthur Leclaire, Nicolas Papadakis. A relaxed proximal gradient descent algorithm for convergent plug-and-play with proximal denoiser. International Conference on Scale Space and Variational Methods in Computer Vision (SSVM'23), May 2023, Santa Margherita di Pula, Italy. ⟨10.1007/978-3-031-31975-4_29⟩. ⟨hal-03967018⟩
- Raphaël Achddou, Yann Gousseau, Saïd Ladjal. Hybrid Training of Denoising Networks to Improve the Texture Acutance of Digital Cameras. Scale Space and Variational Methods in Computer Vision, May 2023, Santa Margherita di Pula, Italy. pp.314-325, ⟨10.1007/978-3-031-31975-4_24⟩. ⟨hal-04455855⟩
- Samuel Hurault, Arthur Leclaire, Nicolas Papadakis. Débruiteur "descente de gradient" pour la convergence d'une méthode Plug-and-Play. Colloque du Groupe de Recherche et d'Etudes de Traitement du Signal et des Images (GRETSI'22), Sep 2022, Nancy, France. ⟨hal-03783901⟩
- Pierrick Chatillon, Yann Gousseau, Sidonie Lefebvre. A statistically constrained internal method for single image super-resolution. International Conference on Pattern Recognition, IAPR, Aug 2022, Montréal, Canada. pp.1322-1328, ⟨10.1109/ICPR56361.2022.9956498⟩. ⟨hal-03766523⟩
Proceedings/Recueil des communications
- Hermine Biermé, Philippe Carré, Céline Lacaux, Claire Launay. Modélisation de Textures : Champs Gaussiens Autosimilaires et Signal Monogène. XXIXème Colloque GRETSI Traitement du Signal et des Images, 2023. ⟨hal-04067931v2⟩
Pré-publications, Documents de travail
- Anne Estrade, Julie Fournier. Gaussian Fields through Geometrical Properties. 2024. ⟨hal-04481440⟩
- Samuel Hurault, Antonin Chambolle, Arthur Leclaire, Nicolas Papadakis. Convergent plug-and-play with proximal denoiser and unconstrained regularization parameter. 2023. ⟨hal-04269033⟩
- Hermine Biermé, Agnès Desolneux. The anisotropy of 2D or 3D Gaussian random fields through their Lipschitz-Killing curvature densities. 2023. ⟨hal-04112024⟩
- Mariem Abaach, Hermine Biermé, Elena Di Bernardino, Anne Estrade. Local isotropy test based on the oriented perimeter of digitalized images. 2023. ⟨hal-04037394⟩
- Émile Pierret, Bruno Galerne. Stochastic Super-Resolution For Gaussian Textures. 2023. ⟨hal-03863009v2⟩
- Hermine Biermé, Antoine Lerbet. STUDY OF THE PERIMETER OF A SHOT NOISE RANDOM FIELD BY AN ELEMENTARY APPROACH. 2022. ⟨hal-03903365⟩
- Bruno Galerne, Lara Raad, José Lezama, Jean-Michel Morel. Scaling Painting Style Transfer. 2022. ⟨hal-03897715⟩
- Elena Di Bernardino, Anne Estrade, Thomas Opitz. Spatial extremes and stochastic geometry for Gaussian-based peaks-over-threshold processes. 2022. ⟨hal-03825701⟩
- Ryan Cotsakis, Elena Di Bernardino, Céline Duval. Surface area and volume of excursion sets observed on point cloud based polytopic tessellations. 2022. ⟨hal-03782649⟩
- Hermine Biermé, Antoine Lerbet. Study of the perimeter of a shot noise random field by an elementary approach. 2022. ⟨hal-03627051⟩
- Mariem Abaach, Hermine Biermé, Elena Di Bernardino. Testing marginal symmetry of digital noise images through the perimeter of excursion sets. 2021. ⟨hal-03138682⟩
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