Bayesian parameter estimation in image reconstruction from subsampled blurred observations.
Miguel VegaJavier MateosRafael MolinaAggelos K. KatsaggelosPublished in: ICIP (2) (2003)
Keyphrases
- image reconstruction
- parameter estimation
- spatial resolution
- compressed sensing
- maximum likelihood
- posterior distribution
- bayesian model selection
- least squares
- model selection
- markov random field
- em algorithm
- super resolution
- parameter estimation algorithm
- maximum a posteriori
- image restoration
- image reconstruction algorithms
- synthetic aperture radar
- emission tomography
- emission computed tomography
- expectation maximization
- noisy images
- posterior probability
- random projections
- markov fields
- reconstruction method
- bayesian networks
- inverse problems
- high resolution