fitTransformToPairedPointsTF: Fit transform to points with tensorflow

In stnava/patchMatchR: Local patch matching with flexible transformation models in n-dimensional images

Fit transform to points with tensorflow

Description

This function will use either the Kabsch algorithm or a least squares fitting algorithm to match the pairs of points that the user provides. A tensorflow tensor is returned.

Usage

fitTransformToPairedPointsTF(
  movingPoints,
  fixedPoints,
  numberOfPoints,
  dimensionality,
  transformType = c("Rigid", "Similarity", "Affine"),
  batch_size = 1,
  preventReflection = TRUE
)

Arguments

movingPoints	moving points matrix
fixedPoints	fixed points matrix
numberOfPoints	per sample in batch
dimensionality	of the point set
transformType	Rigid, Similarity or Affine currently supported
batch_size	the batch size
preventReflection	boolean

Value

tensorflow tensor objects containing the transformation matrices as the first entry in the list and the error term as the second.

stnava/patchMatchR documentation built on March 23, 2022, 6:47 a.m.