ITK/Release 4/Enhancing Image Registration Framework

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

Wish List for ITKv4

Tcons

(Add one page for every tcon).

• Tcon 2010-09-07

• Tcon 2010-11-03