jInv-a Flexible Julia Package for PDE Parameter Estimation.
Lars RuthottoEran TreisterEldad HaberPublished in: SIAM J. Sci. Comput. (2017)
Keyphrases
- parameter estimation
- maximum likelihood
- least squares
- statistical models
- partial differential equations
- em algorithm
- markov random field
- model selection
- random fields
- parameter estimation algorithm
- expectation maximization
- parameter values
- posterior distribution
- approximate inference
- maximum likelihood estimation
- image denoising
- model fitting
- structure learning
- estimation problems
- image processing
- position estimation
- parameters estimation
- bayesian model selection
- gibbs sampling
- level set
- denoising
- three dimensional