Error bounds for Bregman denoising and structured natural parameter estimation.
Amin JalaliJames SaundersonMaryam FazelBabak HassibiPublished in: ISIT (2017)
Keyphrases
- parameter estimation
- error bounds
- denoising
- total variation
- image denoising
- maximum likelihood
- noisy images
- theoretical analysis
- markov random field
- statistical models
- model selection
- least squares
- random fields
- em algorithm
- approximate inference
- parameter values
- parameter estimation algorithm
- worst case
- natural images
- image processing
- expectation maximization
- posterior distribution
- maximum likelihood estimation
- parameters estimation
- real world
- image restoration
- parameter estimates
- optical flow
- computational complexity
- noise level
- model fitting
- denoising algorithm
- estimation problems
- position estimation