Automatic denoising parameter estimation using gradient histograms.
Tamara SeyboldFlorian KuhnJulian HabigtMark HartensteinWalter StechelePublished in: VCIP (2014)
Keyphrases
- parameter estimation
- denoising
- maximum likelihood
- least squares
- statistical models
- model selection
- markov random field
- parameter estimation algorithm
- posterior distribution
- em algorithm
- random fields
- image denoising
- parameter values
- expectation maximization
- noisy images
- total variation
- maximum likelihood estimation
- approximate inference
- image processing
- model fitting
- parameters estimation
- edge detection
- pairwise
- natural images
- data mining
- gradient orientation
- computer vision