[Insight-developers] ITKV4 kernel spline comment
M.Staring at lumc.nl
M.Staring at lumc.nl
Wed Jun 8 08:06:24 EDT 2011
I second that!
Rupert, I made some modifications to your code to increase the TPS performance at several places. You can check it out at
https://svn.bigr.nl/elastix/trunkpublic/src/Components/Transforms/SplineKernelTransform/
using elastixguest as username & password. From my svn log:
-PERF: many performance enhancements for the thin plate spline.
- QR decomposition for matrix inversion is much (x10) faster then SVD
- Huge speedup for Jacobian computation, using the facts that LMatrixInverse is sparse,
has a specific shape, and is symmetric.
- Cached decomposition of LMatrix, beneficial when SetParameters() is called (every registration iteration).
Are you interested in merging with your code?
Thanks for your IJ contribution,
Marius
-----Original Message-----
From: insight-developers-bounces at itk.org [mailto:insight-developers-bounces at itk.org] On Behalf Of Rupert Brooks
Sent: woensdag 8 juni 2011 13:49
To: Insight Developers
Subject: [Insight-developers] ITKV4 kernel spline comment
Hi everyone,
In the spirit of helping with the code review and cleanup I've been going through ITKV4 and trying to port old code over and review the new interfaces, particularly in the registration components.
1. I noticed in this patch for review
http://review.source.kitware.com/#change,1551
that someone is working on expanding the KernelSplines to include many different kernels beyond the 6 or so that were already included.
Thats excellent! Might i suggest that while we have the opportunity
to change backwards compatibility, we flip the use of target and source landmarks, so that the Jacobian is feasible to calculate? This is needed for use of these transforms in the registration framework.
This is described in an insight journal article here
http://www.insight-journal.org/browse/publication/145 Sorry for the self-promotion.
I signed up to Gerrit, but it wasnt obvious to me how to comment on this change there. Do i have to add myself as a reviewer to the change?
Cheers
Rupert
--------------------------------------------------------------
Rupert Brooks
rupert.brooks at gmail.com
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