A particle smoother with sequential importance resampling for radiative transfer parameter estimation.
Carsten MontzkaJennifer P. GrantHarrie-Jan Hendricks-FranssenMatthias DruschHarry VereeckenPublished in: IGARSS (2013)
Keyphrases
- parameter estimation
- maximum likelihood
- least squares
- model selection
- markov random field
- em algorithm
- statistical models
- random fields
- maximum likelihood estimation
- model fitting
- posterior distribution
- transfer learning
- parameter estimation algorithm
- parameter values
- approximate inference
- expectation maximization
- structure learning
- markov chain monte carlo
- estimation problems
- video sequences
- feature selection
- gibbs sampling
- computer vision