Bayesian inference and uncertainty quantification for image reconstruction with Poisson data

20 Oct 2019 Zhou Qingping Yu Tengchao Zhang Xiaoqun Li Jinglai

We provide a complete framework for performing infinite-dimensional Bayesian inference and uncertainty quantification for image reconstruction with Poisson data. In particular, we address the following issues to make the Bayesian framework applicable in practice... (read more)

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  • NUMERICAL ANALYSIS
  • NUMERICAL ANALYSIS
  • COMPUTATION