38 citations · 86 across the 15 of their papers we have counts for
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stat.ME2014★ 7 cited
An external field prior for the hidden Potts model, with application to cone-beam computed tomography
Matthew T. Moores, Catriona E. Hargrave, Fiona Harden +1
In images with low contrast-to-noise ratio (CNR), the information gain from the observed pixel values can be insufficient to distinguish foreground objects. A Bayesian approach to…
stat.CO2014★ 38 cited
Pre-processing for approximate Bayesian computation in image analysis
Matthew T. Moores, Christopher C. Drovandi, Kerrie Mengersen +1
Most of the existing algorithms for approximate Bayesian computation (ABC) assume that it is feasible to simulate pseudo-data from the model at each iteration. However, the computa…