Uncertainty quantification for radio interferometric imaging: II. MAP estimation.
Xiaohao CaiMarcelo PereyraJason D. McEwenPublished in: CoRR (2017)
Keyphrases
- map estimation
- maximum a posteriori
- synthetic aperture
- maximum likelihood
- image reconstruction
- markov random field
- imaging systems
- em algorithm
- blind deconvolution
- maximum a posterior
- noisy images
- alternating minimization
- image processing
- image super resolution
- image analysis
- discontinuity preserving
- computer vision
- energy function
- synthetic aperture radar
- natural images
- expectation maximization
- high resolution
- multiscale
- maximum a posteriori probability
- image pairs
- high resolution images
- cost function
- regularization framework
- sar imaging