Publications


25 documents

Journal articles11 documents

  • 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⟩
  • Julie Delon, Nathael Gozlan, Alexandre Saint-Dizier. Generalized Wasserstein barycenters between probability measures living on different subspaces. Annals of Applied Probability, 2022. ⟨hal-03231278⟩
  • 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. ⟨hal-02317747⟩
  • 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⟩
  • 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⟩
  • Hermine Biermé, Agnès Desolneux. Mean Geometry for 2D random fields: level perimeter and level total curvature integrals. Annals of Applied Probability, 2020, 30 (2), pp.561-607. ⟨10.1214/19-AAP1508⟩. ⟨hal-01370902v5⟩
  • 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⟩

Conference papers3 documents

  • 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⟩
  • 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⟩

Proceedings1 document

  • 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⟩

Preprints, Working Papers10 documents

  • 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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