Thin Plate Spline Latent Variable Models for dimensionality reduction.
Xinwei JiangJunbin GaoDaming ShiTianjiang WangPublished in: IJCNN (2012)
Keyphrases
- latent variable models
- dimensionality reduction
- thin plate spline
- latent space
- latent variables
- latent dirichlet allocation
- control points
- high dimensional
- low dimensional
- real valued
- anatomical structures
- principal component analysis
- high dimensional data
- feature extraction
- shape matching
- lower dimensional
- pattern recognition
- perspective projection
- euclidean distance
- feature space
- manifold learning
- feature selection
- hidden variables
- data points
- hidden markov models
- learning problems
- deformation field
- medical images
- registration accuracy
- prior knowledge
- b spline
- discriminative learning
- high dimensional spaces
- random variables
- d objects
- high resolution
- image processing