Give me (un)certainty - An exploration of parameters that affect segmentation uncertainty.
Katharina HoebelKen ChangJay B. PatelPraveer SinghJayashree Kalpathy-CramerPublished in: CoRR (2019)
Keyphrases
- image segmentation
- level set
- segmentation algorithm
- parameter values
- maximum likelihood
- segmentation method
- medical images
- segmentation errors
- segmentation accuracy
- parameter settings
- shape prior
- possibility theory
- parameter estimation
- graph cuts
- image processing
- image analysis
- multiscale
- brain mri
- fully unsupervised
- shape variations
- probability distribution functions
- region growing
- probability density function
- parameter space
- sensitivity analysis
- energy function
- image registration