ITK/Release 4/Enhancing Image Registration Framework: Difference between revisions
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[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 ] | ||
= Related Groups (A2D2) = | |||
# BWH: Score++ | |||
#* Sean Megason and Julian Jomier | |||
# Georgetown: Automated parameter tuning | |||
#* Ziv Yaniv, F. Banovac, K. Clearly, L. Ibanez | |||
# Utah: Score | |||
#* Marcel Prastawa, Julien Jomier, G. Gerig, J. Fillon-Robin | |||
# Utah: Time-Varying Shape Modeling | |||
#* T. Fletcher, J. Cater, R. MacLeod, C. McGann, S. Callahan | |||
# William+mary*: Non-Rigid Registration for Image Guided Neurosurgery | |||
#* N. Chrisochoides et al. | |||
Notes: | |||
(a) #3, #4, and #5 should be consulted during the actual refactoring of the registration framework. | |||
(b) #1, #2, and #3 should be involved with the design of a web-based parameter estimation, comparison. | |||
= Tcons = | = Tcons = | ||
Revision as of 19:12, 14 November 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
Related Groups (A2D2)
- BWH: Score++
- Sean Megason and Julian Jomier
- Georgetown: Automated parameter tuning
- Ziv Yaniv, F. Banovac, K. Clearly, L. Ibanez
- Utah: Score
- Marcel Prastawa, Julien Jomier, G. Gerig, J. Fillon-Robin
- Utah: Time-Varying Shape Modeling
- T. Fletcher, J. Cater, R. MacLeod, C. McGann, S. Callahan
- William+mary*: Non-Rigid Registration for Image Guided Neurosurgery
- N. Chrisochoides et al.
Notes:
(a) #3, #4, and #5 should be consulted during the actual refactoring of the registration framework. (b) #1, #2, and #3 should be involved with the design of a web-based parameter estimation, comparison.
Tcons
(Add one page for every tcon).
