Synthetic Forest Stands and Point Clouds for Model Selection and Feature Space Comparison.
Michelle S. BesterAaron E. MaxwellIsaac NealeyMichael R. GallagherNicholas S. SkowronskiBrenden E. McNeilPublished in: Remote. Sens. (2023)
Keyphrases
- model selection
- point cloud
- feature space
- cross validation
- feature selection
- machine learning
- hyperparameters
- structure from motion
- regression model
- point sets
- model selection criteria
- gaussian process
- motion segmentation
- laser scanner
- statistical inference
- high dimensional
- kernel matrix
- training set
- marginal likelihood
- selection criterion
- mean shift
- mixture model
- automatic model selection
- information criterion
- low dimensional
- parameter determination
- point cloud data
- dimension reduction
- linear discriminant analysis
- similarity search
- principal component analysis
- semi supervised
- feature vectors