Information-Theoretic Directly Manipulated Free-Form Deformation Labeled Point-Set Registration
logo

Please use this identifier to cite or link to this publication: http://hdl.handle.net/1926/1524
Our previous contributions to the ITK community include a generalized B-spline approximation scheme as well as a generalized information-theoretic measure for assessing point-set correspondence known as the Jensen-Havrda-Charvat-Tsallis (JHCT) divergence. In this submission, we combine these two contributions for the registration of labeled point-sets. The transformation model which uses the former contribution is denoted as directly manipulated free-form deformation (DMFFD) and has been used for image registration. The information-theoretic approach described not only eliminates exact cardinality constraints which plague exact landmark matching algorithms, but it also incorporates the local point-set structure into the similarity measure calculation. Although theoretical discussion of these two components is deferred to other venues, the implementation details given in this submission should be adequate for those wishing to use our algorithm. Visualization of results is aided by another of our previous contributions. Additionally, we provide the rudimentary command line parsing classes used in our testing routines which were written in the ITK style and also available to use consistent with the open-source paradigm.
Code
plus Automatic Testing Results by Insight-Journal Dashboard on Mon Nov 9 08:04:01 2009 for revision #5
starstarstarstarstar expertise: 5 sensitivity: 5
plus Automatic Testing Results by Insight-Journal Dashboard on Fri Jul 24 09:15:53 2009 for revision #2
starstarstarstarstar expertise: 5 sensitivity: 5

Reviews
There is no review at this time. Be the first to review this publication!

Quick Comments


Resources
backyellow
Download All
Download Paper , View Paper
Download Source code
Github

Statistics more
backyellow
Global rating: starstarstarstarstar
Review rating: starstarstarstarstar [review]
Code rating: starstarstarstarstar
Paper Quality: plus minus

Information more
backyellow
Categories: Deformable registration, PointSet, Registration
Keywords: point-set, registration
Toolkits: ITK
Export citation:

Share
backyellow
Share

Linked Publications more
backyellow
A Label Geometry Image Filter for Multiple Object Measurement A Label Geometry Image Filter for Multiple Object Measurement
by Padfield D., Miller J.
Diffeomorphic Demons Using ITK's Finite Difference Solver Hierarchy Diffeomorphic Demons Using ITK's Finite Difference Solver Hierarchy
by Vercauteren T., Pennec X., Perchant A., Ayache N.

View license
Loading license...

Send a message to the author
main_flat
ISSN 2327-770X
Powered by Midas