Deep Part-Based Generative Shape Model with Latent Variables.
Alexander KirillovMikhail GavrikovEkaterina LobachevaAnton OsokinDmitry P. VetrovPublished in: BMVC (2016)
Keyphrases
- latent variables
- shape model
- probabilistic model
- generative model
- posterior distribution
- level set segmentation
- latent variable models
- prior knowledge
- active shape model
- topic models
- energy function
- shape prior
- random variables
- observed variables
- shape variability
- statistical shape model
- gaussian process
- hidden variables
- approximate inference
- graphical models
- active appearance models
- structural svms
- latent space
- shape variations
- bayesian framework
- conditional random fields
- discriminative learning
- low dimensional
- pairwise