Disentangling representations of retinal images with generative models.
Sarah MüllerLisa M. KochHendrik P. A. LenschPhilipp BerensPublished in: CoRR (2024)
Keyphrases
- generative model
- retinal images
- probabilistic model
- vessel segmentation
- blood vessels
- optic disc
- discriminative learning
- discriminative models
- optic disk
- visual patterns
- vessel detection
- deep belief networks
- mixture model
- hierarchical hidden markov models
- em algorithm
- prior knowledge
- semi supervised
- conditional random fields
- optical coherence tomography
- expectation maximization
- region of interest
- hierarchical models
- diabetic retinopathy
- topic models
- maximum entropy principle
- representational power
- latent variables
- information extraction
- text mining