Difference between revisions of "ITK/Release 4 Planning"

From KitwarePublic
< ITK
Jump to navigationJump to search
Line 15: Line 15:


== FEM Meshes ==
== FEM Meshes ==
* Consolidate FEM Meshes and ITK Meshes =
* Consolidate FEM Meshes and ITK Meshes
 
== Image registration ==
* Set up the infrastructure to ease the implementation of modern optimization schemes for image registration
** Requires Hessian or pseudo-Hessians of the cost function
** Requires several types of update rules (additive, compositional, inverse compositional, etc.)
** References: "Lucas-Kanade 20 years on" by Baker et al.; "Homography-based 2D Visual Tracking and Servoing" by Benhimane and Malis, "Groupwise Geometric and Photometric Direct Image Registration" by Bartoli; etc.

Revision as of 12:22, 6 August 2008

Wish List

Oriented Images

  • Support ND oriented images
    • Using anything other than 3D images won't compile
  • Support ND image in N+1 dimension
    • 2D image can have an origin specified in 3D, thus a series of 2D images is not always Z-aligned
  • All images are oriented - remove concept of an un-oriented image
  • Check use of orientation throughout ITK
    • Spatial Objects
    • Meshes

Statistics

  • Complete statistics refactoring (see NAMIC sandbox)

FEM Meshes

  • Consolidate FEM Meshes and ITK Meshes

Image registration

  • Set up the infrastructure to ease the implementation of modern optimization schemes for image registration
    • Requires Hessian or pseudo-Hessians of the cost function
    • Requires several types of update rules (additive, compositional, inverse compositional, etc.)
    • References: "Lucas-Kanade 20 years on" by Baker et al.; "Homography-based 2D Visual Tracking and Servoing" by Benhimane and Malis, "Groupwise Geometric and Photometric Direct Image Registration" by Bartoli; etc.