-
Sparse Representations and Low-Rank Tensor Approximation
En cours de soumission sous le titre "Multilinear identification" -
Blind source separation methods and application to remote sensing
Thèse en co-tutelle internationale Franco-Algérienne -
Blind source separation methods for hyperspectral imaging. Application to urb...
In this work, we developed Blind Source Separation methods (BSS) for hyperspectral images, concerning two applications : urban remote sensing and astrophysics. The... -
Geometrical method for non-negative source separation : Application to dynami...
This thesis addresses the problem of non-negative blind source separation (i.e. positive or zero quantities). The situation of linear instantaneous mixtures of... -
Nonlinear blind source separation using kernels
Article dans revue scientifique avec comité de lecture. -
Hidden Markov chains and unsupervised source separation
The restoration problem is usually encountered in various domains and in particular in signal and image processing. It consists in retrieving original data from a set...
