Created
December 11, 2011 10:04
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freesurfer gifti transformation to native space
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#DOES NOT WORK: GIFTI READ/WRITE is broken | |
import nibabel as nb | |
import nibabel.gifti as gifti | |
# load combined file | |
# created with: mris_convert --combinesurfs lh.pial rh.pial ./pial.gii | |
surf = gifti.read('pial.gii') | |
#load orig affine transform | |
ao = nb.load('orig.nii').get_affine() | |
# load conformed affine | |
ac = nb.load('conformed.nii').get_affine() | |
# create freesurfer conformed volume to surface transform matrix | |
import numpy as np | |
M = np.array([[-1,0,0,128], | |
[0, 0, 1, -128], | |
[0, -1, 0, 128], | |
[0,0,0,1]],dtype=np.float32) | |
# create transform to go to native space | |
xfm = np.dot(ac, np.linalg.inv(M)) | |
# transform the two data arrays storing left and right vertices | |
xfmda0 = np.dot(xfm, np.hstack((surf.darrays[0].data, np.ones((surf.darrays[0].data.shape[0],1)))).T)[:3,:].T | |
xfmda1 = np.dot(xfm, np.hstack((surf.darrays[1].data, np.ones((surf.darrays[1].data.shape[0],1)))).T)[:3,:].T | |
da = surf.darrays[0] | |
indtype = da.data.dtype | |
# set the data | |
surf.darrays[0] = da.from_array(xfmda0.astype(indtype), da.intent, da.datatype) | |
surf.darrays[1] = da.from_array(xfmda1.astype(indtype), da.intent, da.datatype) | |
# write to file | |
gifti.write(surf, 'xfmpial.gii') |
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import nibabel as nb | |
import nibabel.gifti as gifti | |
# load combined file | |
# created with: mris_convert --combinesurfs lh.pial rh.pial ./pial.gii | |
surf = gifti.read('pial.gii') | |
#load orig affine transform | |
ao = nb.load('orig.nii').get_affine() | |
# load conformed affine | |
ac = nb.load('conformed.nii').get_affine() | |
# create freesurfer conformed volume to surface transform matrix | |
import numpy as np | |
M = np.array([[-1,0,0,128], | |
[0, 0, 1, -128], | |
[0, -1, 0, 128], | |
[0,0,0,1]],dtype=np.float32) | |
# create transform to go to native space | |
xfm = np.dot(ac, np.linalg.inv(M)) | |
# transform the two data arrays storing left and right vertices | |
xfmda0 = np.dot(xfm, np.hstack((surf.darrays[0].data, np.ones((surf.darrays[0].data.shape[0],1)))).T)[:3,:].T | |
# write directly to vtk | |
from tvtk.api import tvtk | |
mesh = tvtk.PolyData(points=xfmda0, polys=surf.darrays[1].data) | |
w = tvtk.XMLPolyDataWriter(input=mesh, file_name='polydata.vtp') | |
w.write() |
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