138 citations · 365 across the 8 of their papers we have counts for
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stat.CO2011★ 1 cited
Efficient sampling of high-dimensional Gaussian fields: the non-stationary / non-sparse case
F. Orieux, O. Féron, J. -F. Giovannelli
This paper is devoted to the problem of sampling Gaussian fields in high dimension. Solutions exist for two specific structures of inverse covariance : sparse and circulant. The pr…
stat.CO2010★ 109 cited
Bayesian estimation of regularization and PSF parameters for Wiener-Hunt deconvolution
Francois Orieux, Jean-Francois Giovannelli, Thomas Rodet
This paper tackles the problem of image deconvolution with joint estimation of PSF parameters and hyperparameters. Within a Bayesian framework, the solution is inferred via a globa…