Active Latent Space Shape Model: A Bayesian Treatment of Shape Model Adaptation with an Application to Psoriatic Arthritis Radiographs.
Adwaye RambojunWilliam TillettTony ShardlowNeill D. F. CampbellPublished in: WACV (2021)
Keyphrases
- shape model
- latent space
- anatomical structures
- gaussian processes
- shape variability
- level set segmentation
- latent variables
- shape prior
- gaussian process
- shape variations
- low dimensional
- statistical shape model
- lower dimensional
- matrix factorization
- probabilistic latent semantic analysis
- energy function
- feature space
- bayesian networks
- x ray
- gaussian process latent variable models
- gaussian mixture model
- generative model
- maximum likelihood
- graphical models
- dimensionality reduction
- probabilistic model
- shape deformations
- image processing