Bayesian partial out-of-focus blur removal with parameter estimation.
Bruno AmizicRafael MolinaAggelos K. KatsaggelosPublished in: EUSIPCO (2011)
Keyphrases
- parameter estimation
- maximum likelihood
- posterior distribution
- least squares
- em algorithm
- bayesian model selection
- model selection
- statistical models
- random fields
- parameter estimation algorithm
- markov chain monte carlo
- approximate inference
- parameter values
- markov random field
- maximum likelihood estimation
- expectation maximization
- metropolis hastings algorithm
- markov fields
- parameters estimation
- estimation problems
- model fitting
- blurred images
- motion blur
- closed form
- conditional random fields
- high dimensional
- video sequences