Informed MCMC with Bayesian Neural Networks for Facial Image Analysis.
Adam KortylewskiMario WieserAndreas Morel-ForsterAleksander WieczorekSonali ParbhooVolker RothThomas VetterPublished in: CoRR (2018)
Keyphrases
- neural network
- facial image analysis
- posterior distribution
- markov chain monte carlo
- posterior probability
- facial expression recognition
- bayesian inference
- human faces
- markov chain
- monte carlo
- face recognition
- neural network model
- bayesian networks
- artificial neural networks
- probability distribution
- latent variables
- maximum likelihood
- parameter estimation
- back propagation
- metropolis hastings algorithm
- particle filtering
- face detection
- feature extraction
- human computer interaction
- generative model
- facial expressions
- expert systems
- gaussian processes
- data association
- image segmentation
- machine learning
- data sets