A Sequential Monte Carlo Method for Bayesian Face Recognition.
Atsushi MatsuiSimon ClippingdaleTakashi MatsumotoPublished in: SSPR/SPR (2006)
Keyphrases
- monte carlo method
- posterior distribution
- face recognition
- bayesian learning
- markov chain
- monte carlo
- probability distribution
- latent variables
- genetic algorithm
- bayesian framework
- model selection
- parameter estimation
- prior distribution
- maximum a posteriori
- markov chain monte carlo
- maximum likelihood
- posterior probability
- computer vision
- hyperparameters
- maximum likelihood estimation
- prior model
- cross validation
- bayesian inference
- face detection
- bayesian networks
- random variables
- gaussian processes
- em algorithm
- training data
- feature extraction
- learning algorithm