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Activity

• Inverse problems : Signal and image processing in ill posed inverse problems
• Bayesian data inference and computational methods.
• Probabilistic models, stochastic and optimisation algorithms for inverse problems.
• Estimation of hyperparameters : unsupervised estimation; self-tuned or automatic methods.
• Instrument parameters joint estimation : myopic or semi-blind reconstruction.
• Applications : Image restoration and reconstruction, astronomy, imaging microscopy