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Publications

Cette page présente les publications du Centre Borelli déposées sur le serveur HAL.

Affichage des publications 701 à 710 sur 1260 au total

Image Processing

Robust homography estimation from local affine maps

The corresponding point coordinates determined by classic image matching approaches define local zero-order approximations of the global mapping between two images. But the patches around keypoints typically contain more information, which may be…

Mariano Rodríguez, Gabriele Facciolo, Jean-Michel Morel

Machine Learning

Discrepancy-Based Active Learning for Domain Adaptation

The goal of the paper is to design active learning strategies which lead to domain adaptation under an assumption of covariate shift in the case of Lipschitz labeling function. Building on previous work by Mansour et al. (2009) we adapt the concept…

Antoine de Mathelin, François Deheeger, Mathilde Mougeot, Nicolas Vayatis

International Conference on Learning Representations -

Image Processing

Breaking down Polyblur: Fast Blind Correction of Small Anisotropic Blurs

Polyblur is a two stage blind deblurring technique for removing small-sized blurs, like small camera shake or the lens point-spread function, proposed in 2021 by Delbracio et al. First, the blur is modeled with a zero-mean anisotropic Gaussian…

Thomas Eboli, Jean-Michel Morel, Gabriele Facciolo

Image Processing On Line -