resample-methods: Resample an Image to Match the Space of Another Image

In bbuchsbaum/neuroim2: Data Structures for Brain Imaging Data

Resample an Image to Match the Space of Another Image

Description

This function resamples a source image to match the spatial properties (dimensions, resolution, and orientation) of a target image.

This method resamples a NeuroVol object (source) to match the dimensions and orientation of a NeuroSpace object (target).

Usage

resample(source, target, ...)

## S4 method for signature 'NeuroVol,NeuroVol'
resample(source, target, interpolation = 3L)

## S4 method for signature 'NeuroVol,NeuroSpace'
resample(source, target, interpolation = 3L)

Arguments

source	A NeuroVol object representing the source volume to be resampled.
target	A NeuroSpace object representing the target space to match the dimensions and orientation of the source volume.
...	Additional arguments passed to the resampling function, such as interpolation method, boundary handling, or other resampling options.
interpolation	A single integer specifying the type of interpolation to be applied to the final resampled image. May be 0 (nearest neighbor), 1 (trilinear), or 3 (cubic spline). No other values are valid.

Value

An object representing the resampled source image, with the same spatial properties as target.

See Also

NeuroVol for the base volume class

Examples

img <- read_vol(system.file("extdata", "global_mask_v4.nii", package = "neuroim2"))
rspace <- space(img)


newtrans4X3 <- trans(img)[1:4, 1:3]
newtrans4X3 <- newtrans4X3 * c(.5,.5,.5,1)
newtrans <- cbind(newtrans4X3, c(space(img)@origin,1))

rspace <- NeuroSpace(rspace@dim*2, rspace@spacing/2, origin=rspace@origin, trans=trans(img))

rvol <- resample(img, rspace)



# Create source and target volumes
src_vol <- read_vol(system.file("extdata", "global_mask_v4.nii", package="neuroim2"))
targ_vol <- read_vol(system.file("extdata", "global_mask_v4.nii", package="neuroim2"))

# Resample source to match target
resampled <- resample(src_vol, targ_vol, interpolation=1)

bbuchsbaum/neuroim2 documentation built on Feb. 26, 2025, 3:49 p.m.