[Insight-users] Image deformation filter question
Phillip Cheng
pmcheng at u . washington . edu
Fri, 11 Jul 2003 16:41:00 -0700
Hello,
I would like to perform the following simple image deformation using
ITK.
1. Generate a 3D mesh containing a vector displacement in mm for each
grid point.
2. Apply the displacements to an image whose resolution is finer than
the mesh, using B-splines for interpolation.
I'm having difficulty connecting these steps efficiently in ITK. In
particular, it seems I need to use itkBSplineDecompositionFilter to
generate spline coefficients for each vector dimension in the mesh, and
then copy all these coefficients to a 3x3D concatenated array for use
in itkBSplineDeformableTransform (probably inverting things somewhere
so that I have an output->input mapping). But the copying step wastes
time and memory, especially if the mesh is large and I need to generate
many such transforms. Is there a way to connect these pieces without
copying the 3x3D arrays?
I looked at itkBSplineDeformableTransformTest.cxx which wraps the
parameter array into several itkImages, and that seems close to what I
need, but I'm a little unclear as to how to direct the output of
itkBSplineDecompositionFilter into the parameter images for the
deformable transform.
Thanks,
Phillip Cheng