[ITK] [ITK-users] Fwd: Regularizing b-spline deformation in ITKv4
Andriy Fedorov
fedorov at bwh.harvard.edu
Wed May 20 09:39:30 EDT 2015
(this was sent to community@ list yesterday, but apparently it does not get
forwarded to itk-users@ list)
Hi,
we are in the process of evaluating the possibility of migrating
workflows from ITKv3 to ITKv4 b-spline based registration (see details
here [1]).
One issue that is becoming apparent is that sometime the deformations
we are getting with ITKv4 lack are a lot more irregular and
unrealistic than what we used to get in ITKv3 (see case 9 on the page
referenced).
At the ITK community hangout last week it was suggested that there are
some ways in ITKv4 to add regularization to b-spline transformation.
Is there an example of b-spline regularization we could follow to see
how this should be done? Is there a significant performance hit if
this regularization is used?
Thanks
AF
[1] http://www.na-mic.org/Wiki/index.php/BRAINSFit_prostate_registration
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