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Inverse problems with Poisson data: statistical regularization theory, applications and algorithms

Inverse problems with Poisson data: statistical regularization theory, applications and algorithms

Inverse problems with Poisson data arise in many photonic imaging modalities in medicine, engineering and astronomy. The design of regularization methods and estimators for such problems has been studied intensively over the last two decades. In this review we give an overview of statistical regularization theory for such problems, the …