ITK/Release 4/Enhancing Image Registration Framework: Difference between revisions
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[[Proposals:Refactoring of optimization framework|Refactoring of optimization framework]] | [[Proposals:Refactoring of optimization framework|Refactoring of optimization framework]] | ||
[[Proposal for Revised Framework]] | |||
[http://www.itk.org/Wiki/ITK_Release_4/Wish_List#Image_Registration Wish List for ITKv4 ] | [http://www.itk.org/Wiki/ITK_Release_4/Wish_List#Image_Registration Wish List for ITKv4 ] | ||
Revision as of 14:33, 14 September 2010
Enhancing Image Registration Framework
Goals
- Review v4 registration plans and progress.
- Catalog target use cases.
- Discuss design changes in core itk to support these enhancements.
- Wishlist items beyond standard use cases, e.g. projective transform (itkPerspective3DTransform).
Discussion Items
- Separate sampling (interpolation strategy) and metric computation
- Separate computation of derivative components via chain rule.
- Enable registration of generalized data-types.
- Multiple metrics and/or multiple optimizers?
- Add feature based registration techniques (SIFT (patented?), SURF, etc)
Refactoring of optimization framework
Proposal for Revised Framework
Tcons
(Add one page for every tcon).
