Noise enhanced detection in the restricted Bayesian framework.
Suat BayramSinan GeziciH. Vincent PoorPublished in: ICASSP (2010)
Keyphrases
- bayesian framework
- prior knowledge
- hyperparameters
- generative model
- posterior probability
- bayesian model
- object detection
- maximum a posteriori
- bayesian formulation
- gaussian process
- posterior distribution
- signal to noise ratio
- probability density function
- expectation maximization
- bayesian methods
- prior distribution
- data sets
- low signal to noise ratio
- noise level
- missing data
- em algorithm
- gaussian processes
- human detection
- high dimensional