ITK/Release 4 Planning
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Revision as of 17:39, 6 August 2008 by Tom.vercauteren (talk | contribs)
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
Image Representation
- Allow the use of strides that are not equal to the image width
- Would ease the collaboration of ITK with opencv
- Would allow the use of sse operations
- Might be redundant with correct use of image regions
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.
