Plug and Play
- Plug-and-Play image restoration with Stochastic deNOising REgularization (SNORE) (Python, License MIT) de M. Renaud, avec J. Prost et A. Leclaire [article]
- Convergent Bregman Plug-and-Play Image Restoration for Poisson Inverse Problems (Bregman-PnP) (Python, Licence MIT) de S. Hurault, avec A. Leclaire et U. Kamilov [article]
- Inverse problem regularization with hierarchical variational autoencoders (PnP-HVAE) d(Python, License MIT) e J. Prost, avec A. Almansa et A. Houdard [article]
- Proximal denoiser for convergent plug-and-play optimization with nonconvex regularization (Prox-PnP) (Python, Licence MIT) de S. Hurault, avec A. Leclaire [article]
- Gradient step denoiser for convergent Plug-and-Play (GS-PnP) (Python, Licence MIT) de S. Hurault, avec A. Leclaire [article]
Transport optimal
- Wasserstein Generative Models for Patch-based Texture Synthesis (Python, License MIT), avec A. Houdard, A. Leclaire, J. Rabin [article]
- Regularized Optimal Transport and the ROT Mover’s Distance (Matlab), avec A. Dessein, J.-L. Rouas [article]
- Approximate Wasserstein distance with Transshipment (Matlab/C++, Licence CeCILL) [article]
- Log-PCA versus Geodesic PCA of histograms in the Wasserstein space (Matlab), with E. Cazelles, V. Seguy, J. Bigot, M. Cuturi [article]
- Overrelaxed Sinkhorn-Knopp Algorithm for Regularized Optimal Transport (Matlab, Licence CeCILL), avec A. Thibault, L. Chizat, C. Dossal [article]
- Non-convex relaxation of optimal transport for color transfer (Matlab, Licence CeCILL), avec J. Rabin [article]
- Regularized Discrete Optimal Transport (Matlab) with S. Ferradans, G. Peyré, J.-F. Aujol [article]
- Optimal Transport with Proximal Splitting (Matlab), avec G. Peyré, E. Oudet [article]
Traitement d’images
- Learning local regularization for variationnal image restoration (Python, Licence MIT) de J. Prost, avec A. Almansa et A. Houdard [article]
- Variational Osmosis for Non-linear Image Fusion (Matlab, Licence BSD 3-clause), avec S. Parisotto, L. Calatroni, A. Bugeau, C.-B. Schonlieb [article]
- Development of an Image De-Noising Method in Preparation for the Surface Water and Ocean Topography Satellite Mission (Python, open source), avec L. Gomez-Navarro, E. Cosme, J. Le Sommer, A. Pascual [article]
- Refitting solutions promoted by $l_{12}$ sparse analysis regularization with block penalties (Matlab, Licence CeCILL), avec C. Deledalle, J. Salmon, S. Vaiter [article]
- Superpixels. Matlab toolbox for Superpixels (par R. Giraud).
- Colociel software for colorization of grayscale images. Matlab implementation of “Luminance-chrominance Model for Image Colorization”, avec F. Pierre, J.F. Aujol, A. Bugeau, V.-T. Ta [article]
- Histogram-based Image segmentation (Matlab, Licence CeCILL), avec R. Yildizoglu, J.-F. Aujol, J. Rabin. paper1 paper2 paper3
- Tracking with occlusions via graph cuts (C++ ), avec A. Bugeau. Data to test: PETS Part 1 Part 2, Wakeboarder Part 1, Part2, Part 3 [article]
- A variational model for histogram transfer of color images (Interface QT, CImg library), avec E. Provenzi, V. Caselles [article]