Difference between revisions of "Projects/Structural/2007 Project Week Nonrigid Groupwise Registration"

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|[[Image:ProjectWeek-2007.png|thumb|left|320px|Return to [[2007_Programming/Project_Week_MIT|Project Week Main Page]] ]]
 
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        <td colspan="2"> 30 random affine data <td> </tr>
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Revision as of 13:23, 29 June 2007

Home < Projects < Structural < 2007 Project Week Nonrigid Groupwise Registration
Affine registration on synthetic data
Mean Image before registration
Mean Image afterregistration
STD Image before registration
STD Image after registration
30 random affine data



Key Investigators

  • MIT: Serdar K Balci, Polina Golland, Lilla Zollei, Sandy Wells
  • Kitware: Luis Ibanez

Objective

We extended a previously demonstrated entropy based groupwise registration method to include a free-form deformation model based on B-splines.

The objective in groupwise registration is to bring subjects in a population into joint alignment in order to establish correspondences among anatomical structures.


Approach, Plan

We implemented a non-rigid groupwise registration method using sum of pixelwise entropies as a joint alignment criterion. We have chosen B-splines as our non-rigid deformation model and optimized ITK's B-Spline implementation by computing jacobian field locally. We extended ITK's pairwise registration framework to include groupwise registration methods. We provide an efficient implementation of the objective function using multi-threaded classes. To compare our registration framework to a pairwise approach we implemented a template based method where we register every subject to the mean image using sum of squared differences.

Our plan is to incorporate our implementation into ITK and to provide test cases for validation.


Progress

We implemented the project in ITK and submitted the code to ITK's Namic SANDBOX repositories.