Stochastic Segmentation Networks: Modelling Spatially Correlated Aleatoric Uncertainty.
Miguel MonteiroLoïc Le FolgocDaniel Coelho de CastroNick PawlowskiBernardo MarquesKonstantinos KamnitsasMark van der WilkBen GlockerPublished in: NeurIPS (2020)
Keyphrases
- spatially correlated
- stochastic nature
- image segmentation
- segmentation method
- level set
- segmentation algorithm
- medical images
- multiscale
- segmentation accuracy
- uncertain data
- region growing
- depth map
- fully automatic
- neural network
- viewpoint
- energy function
- edge detection
- monte carlo
- principal component analysis
- complex networks
- ground truth
- feature space
- segmentation errors
- stochastic simulation
- image processing
- social networks