geometric_features: This function obtains geometric features at point level

Description

This function obtains geometric features at point level

Usage

geometric_features(m,
                   dist,
                   First_eigenvalue = TRUE,
                   Second_eigenvalue = TRUE,
                   Third_eigenvalue = TRUE,
                   Sum_of_eigenvalues = TRUE,
                   PCA_1 = TRUE,
                   PCA_2 = TRUE,
                   Anisotropy = TRUE,
                   Planarity = TRUE,
                   Linearity = TRUE,
                   Surface_variation = TRUE,
                   Normal_change_rate = TRUE,
                   Verticality = TRUE,
                   Number_of_points = TRUE,
                   omnivariance = TRUE,
                   eigenentropy = TRUE,
                   surface_density = TRUE,
                   volume_density = TRUE,
                   threads = 1,
                   solver_thresh = 50000)

Value

Data frame

Arguments

m: m
dist: dist
First_eigenvalue: First_eigenvalue
Second_eigenvalue: Second_eigenvalue
Third_eigenvalue: Third_eigenvalue
Sum_of_eigenvalues: Sum_of_eigenvalues
PCA_1: PCA_1
PCA_2: PCA_2
Anisotropy: Anisotropy
Planarity: Planarity
Linearity: Linearity
Surface_variation: Surface_variation
Normal_change_rate: Normal_change_rate
Number_of_points: Number_of_points
omnivariance: omnivariance
eigenentropy: eigenentropy
surface_density: surface_density
volume_density: volume_density
threads: threads
solver_thresh: solver_thresh

Author

Juan Alberto Molina-Valero