Discriminative and Generative Models for Anatomical Shape Analysison Point Clouds with Deep Neural Networks.
Benjamín Gutiérrez-BeckerIgnacio SarasuaChristian WachingerPublished in: CoRR (2020)
Keyphrases
- point cloud
- generative model
- discriminative models
- neural network
- discriminative learning
- generative and discriminative models
- discriminative methods
- semi supervised
- semi supervised learning
- probabilistic model
- structure from motion
- surface reconstruction
- image statistics
- discriminatively trained
- em algorithm
- point sets
- naive bayes models
- shape model
- visual hull
- three dimensional
- prior knowledge
- deep belief networks
- expectation maximization
- object parts
- labeled data
- missing data
- object categories
- conditional random fields
- maximum likelihood
- shape analysis
- maximum margin
- training data
- latent variables