Created
May 20, 2013 19:52
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Load an ITK transform file in Python.
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def readITKtransform( transform_file ): | |
''' | |
''' | |
# read the transform | |
transform = None | |
with open( transform_file, 'r' ) as f: | |
for line in f: | |
# check for Parameters: | |
if line.startswith( 'Parameters:' ): | |
values = line.split( ': ' )[1].split( ' ' ) | |
# filter empty spaces and line breaks | |
values = [float( e ) for e in values if ( e != '' and e != '\n' )] | |
# create the upper left of the matrix | |
transform_upper_left = numpy.reshape( values[0:9], ( 3, 3 ) ) | |
# grab the translation as well | |
translation = values[9:] | |
# check for FixedParameters: | |
if line.startswith( 'FixedParameters:' ): | |
values = line.split( ': ' )[1].split( ' ' ) | |
# filter empty spaces and line breaks | |
values = [float( e ) for e in values if ( e != '' and e != '\n' )] | |
# setup the center | |
center = values | |
# compute the offset | |
offset = numpy.ones( 4 ) | |
for i in range( 0, 3 ): | |
offset[i] = translation[i] + center[i]; | |
for j in range( 0, 3 ): | |
offset[i] -= transform_upper_left[i][j] * center[i] | |
# add the [0, 0, 0] line | |
transform = numpy.vstack( ( transform_upper_left, [0, 0, 0] ) ) | |
# and the [offset, 1] column | |
transform = numpy.hstack( ( transform, numpy.reshape( offset, ( 4, 1 ) ) ) ) | |
return transform |
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