2 papers
cs.CV2020
Stochastic Segmentation Networks: Modelling Spatially Correlated Aleatoric Uncertainty
Miguel Monteiro, Loïc Le Folgoc, Daniel Coelho de Castro +5
In image segmentation, there is often more than one plausible solution for a given input. In medical imaging, for example, experts will often disagree about the exact location of o…
cs.CV2018
Conditional Random Fields as Recurrent Neural Networks for 3D Medical Imaging Segmentation
Miguel Monteiro, Mário A. T. Figueiredo, Arlindo L. Oliveira
The Conditional Random Field as a Recurrent Neural Network layer is a recently proposed algorithm meant to be placed on top of an existing Fully-Convolutional Neural Network to imp…