ITK/Release 4/Enhancing Image Registration Framework/Goals

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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
  • 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

Gerrit Patches