State and parameter estimation for model-based retinal laser treatment.
Viktoria KleymanManuel SchallerMitsuru WilsonMario MordmüllerRalf BrinkmannKarl WorthmannMatthias A. MüllerPublished in: CoRR (2021)
Keyphrases
- parameter estimation
- maximum likelihood
- model selection
- markov random field
- least squares
- parameter values
- parameter estimation algorithm
- em algorithm
- statistical models
- random fields
- model fitting
- expectation maximization
- maximum likelihood estimation
- parameter estimates
- image analysis
- approximate inference
- estimation problems
- parameters estimation
- image segmentation
- posterior distribution
- reinforcement learning
- structure learning
- retinal images
- gibbs sampling
- state space