Joint Demosaicing and Denoising via Learned Nonparametric Random Fields.
Daniel KhashabiSebastian NowozinJeremy JancsaryAndrew W. FitzgibbonPublished in: IEEE Trans. Image Process. (2014)
Keyphrases
- random fields
- denoising
- nonparametric density estimation
- image denoising
- nadaraya watson
- markov random field
- noisy images
- conditional random fields
- total variation
- non stationary
- maximum entropy
- image processing
- random field models
- natural images
- parameter estimation
- textured images
- probabilistic model
- random field model
- pseudo likelihood
- gibbs sampler
- autoregressive
- density estimation
- denoising methods
- information retrieval
- pairwise
- color images
- color filter array
- moving objects
- super resolution
- level set
- least squares