Created
March 14, 2014 16:06
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Example of saving a trk file with color using nibabel.
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import numpy as np | |
from nibabel import trackvis as tv | |
from dipy.segment.quickbundles import QuickBundles | |
from dipy.data import get_data | |
fname = get_data('fornix') | |
streams, hdr = tv.read(fname) | |
streamlines = [i[0] for i in streams] | |
qb = QuickBundles(streamlines, dist_thr=10., pts=12) | |
centroids = qb.centroids | |
colormap = np.random.rand(len(centroids), 3) | |
colors = np.ones((len(streamlines), 3)) | |
for i, centroid in enumerate(centroids): | |
inds = qb.label2tracksids(i) | |
colors[inds] = colormap[i] | |
def save_streamlines_with_color(streamlines, colors, out_file, hdr): | |
trk = [] | |
for i, streamline in enumerate(streamlines): | |
# Color (RBG [0-255]) for each point of the streamline | |
scalars = np.array([colors[i]] * len(streamline)) * 255 | |
properties = None | |
trk.append((streamline, scalars, properties)) | |
tv.write(out_file, trk, hdr) | |
save_streamlines_with_color(streamlines, colors, 'fornix_clustered.trk', hdr) |
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