Forest Biophysical Parameter Estimation via Machine Learning and Neural Network Approaches.
Samet AksoyShouq Zuhter Hasan Al ShwayyatSule Nur TopgülElif SertelCem ÜnsalanJari SaloAnton HolmströmJörgen WallermanMats NilssonJohan E. S. FranssonPublished in: IGARSS (2023)
Keyphrases
- parameter estimation
- neural network
- machine learning
- model selection
- maximum likelihood
- least squares
- parameter estimation algorithm
- machine learning algorithms
- statistical models
- em algorithm
- markov random field
- expectation maximization
- random fields
- approximate inference
- information extraction
- parameter values
- maximum likelihood estimation
- parameters estimation
- computer vision
- learning algorithm
- probabilistic model
- transfer learning
- higher order
- model fitting
- gibbs sampling