75 citations · 89 across the 6 of their papers we have counts for
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stat.AP2011★ 3 cited
Deconvolution under Poisson noise using exact data fidelity and synthesis or analysis sparsity priors
François-Xavier Dupé, Jalal Fadili, Jean-Luc Starck
In this paper, we propose a Bayesian MAP estimator for solving the deconvolution problems when the observations are corrupted by Poisson noise. Towards this goal, a proper data fid…
stat.AP2011
Linear inverse problems with noise: primal and primal-dual splitting
François-Xavier Dupé, Jalal Fadili, Jean-Luc Starck
In this paper, we propose two algorithms for solving linear inverse problems when the observations are corrupted by noise. A proper data fidelity term (log-likelihood) is introduce…