ITK/Release 4/Enhancing Image Registration Framework/Goals: Difference between revisions
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** Metric refactoring (new management of Transform parameters) | ** Metric refactoring (new management of Transform parameters) | ||
* Optimizer Refactoring | * Optimizer Refactoring | ||
** Optimizer base (new class) | ** New Optimizers Family (not holding parameters themselves) | ||
** Gradient descent optimizer | *** Optimizer base (new class) | ||
**** Gradient descent optimizer | |||
* Multi-Component Metric | * Multi-Component Metric | ||
* Demons Metric | * Demons Metric | ||
Revision as of 20:52, 8 August 2011
Top Level Goals
- Composite Transform
- Deformation Field Transform
- Transform reorganization of parameters management
- Transform parameter object
- Support for very large number of parameters
- Refactoring Jacobian computations
- Optimizers refactoring (no longer holding parameters array)
- Metric refactoring (new management of Transform parameters)
- Optimizer Refactoring
- New Optimizers Family (not holding parameters themselves)
- Optimizer base (new class)
- Gradient descent optimizer
- Optimizer base (new class)
- New Optimizers Family (not holding parameters themselves)
- Multi-Component Metric
- Demons Metric
- PointSet Metrics
- Multi-Threading Rewriting of Metrics
- Poly-Affine Transform (combination of Affine and Deformable)
- Transform per region (plus interpolation in-between regions)
- Multi-Resolution
