| denoise {LOMAR} | R Documentation |
denoise
Description
Point density is estimated using a Gaussian mixture model and points in low density regions are considered as noise and removed.
Usage
denoise(points, k = 16, prob = 0.3)
Arguments
points |
a data frame with columns x,y,z. |
k |
integer, number of mixture components for the GMM |
prob |
probability level in the range [0,1] to identify high density regions |
Value
a point set
[Package LOMAR version 0.4.0 Index]