Global probabilistic models for enhancing segmentation with convolutional networks.
Mengran FanJens RittscherPublished in: ISBI (2018)
Keyphrases
- probabilistic model
- level set
- segmentation algorithm
- image segmentation
- graphical models
- multiscale
- image analysis
- social networks
- segmentation method
- segmentation accuracy
- hidden variables
- conditional random fields
- language model
- expectation maximization
- shape prior
- region growing
- fully automatic
- network structure
- optimal segmentation
- global shape
- grey level
- latent variables
- energy function
- medical images
- complex networks
- shape model
- medical imaging
- machine learning
- object segmentation
- bayesian inference
- multiple objects
- computer vision
- unsupervised learning
- image processing
- bayesian networks