[Insight-users] Registration with a deformation field
Luis Ibanez
luis.ibanez at kitware.com
Mon May 24 13:13:54 EDT 2010
Hi Andreas,
2 Minutes per iteration of the optimizer
is way too long for a typical registration.
In a 2D image of size 256x256, this should
take just fractions of a second per iteration.
You may be using this code compiled for "Debug" mode,
which seriously affects its run-time speed.
Please make sure that you recompile the code for "Release"
Regards,
Luis
-------------------------
On Fri, May 14, 2010 at 10:26 AM, Merrem, Andreas
<andreas.merrem at medma.uni-heidelberg.de> wrote:
> Hello,
>
> I tried to implement a registration algorithm in the itk framework with a
> deformation field as a transform for a 256X256 2D image.
>
> This field should be displacement vector for each pixel using all image
> pixels as grid points (i.e. 2*number of pixels degrees of freedom) and a
> gradient descent optimizer. It worked with the B-spline transform class, but
> it was really slow (2 minutes per optimizer iteration). I'm not sure if that
> was because B-spline class somehow makes the program compute splines for
> interpolation although there are no points in between the grid points. Does
> anyone know a faster way of implementing a deformation field?
>
> Thank you for your help,
>
> Andreas
>
>
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