Model Selection for Parametric Surfaces Approximating 3D Point Clouds for Deformation Analysis.
Xin ZhaoBoris KargollMohammad OmidalizarandiXiangyang XuHamza AlkhatibPublished in: Remote. Sens. (2018)
Keyphrases
- model selection
- cross validation
- parameter estimation
- hyperparameters
- sample size
- error estimation
- statistical learning
- gaussian process
- variable selection
- meta learning
- mixture model
- bayesian learning
- feature selection
- bayesian methods
- statistical inference
- leave one out cross validation
- automatic model selection
- point cloud
- generalization error
- real world
- regression model
- markov random field
- mutual information
- least squares
- machine learning
- data mining