smoothDisplacementField: smooth a displacement field using Gaussian smoothing

In zarquon42b/mesheR: Meshing Operations on Triangular Meshes

smooth a displacement field using Gaussian smoothing

Description

smooth a displacement field using Gaussian smoothing

Usage

smoothDisplacementField(
  dispfield,
  k = 10,
  sigma = 20,
  type = c("Gauss", "Laplace", "Exponential", "Bspline", "TPS"),
  iterations = 1,
  subsample = 2000,
  lambda = 1e-08,
  threads = 0
)

Arguments

dispfield	displacement field of class "DisplacementField", e.g. created using createDisplacementField
k	integer: number of k closest points to evaluate.
sigma	kernel bandwidth used for smoothing. For all kernels except B-spline, sigma controls the importance of the neighbourhood by defining the bandwidth of the smoothing kernel. For B-spline it defines the support (the higher, the "wobblier" the deformation field can become.
type	kernel function for smoothing are "Gauss","Laplace", "Exponential", "Bspline" and "TPS" (or any abbreviation thereof).
iterations	number of iterations to run
subsample	integer: amount to subsample the field in case of type="TPS"
lambda	smoothing factor for TPS
threads	integer: number of threads to use for computing the interpolation.

See Also

interpolateDisplacementField, applyDisplacementField, plot.DisplacementField

zarquon42b/mesheR documentation built on Jan. 28, 2024, 2:17 p.m.