Demonstrates uses of the sci-kit:
Examples of 2D linear and nonlinear image registration.
- linreg
Uses an affine deformation model to deform the image and then (attempts to) minimize:
|| T - W(F;p) ||
where:
T : target image (lena deformed) F : floating image ( non-deformed image) p : warp parameters
- nonlinreg
Uses an cubic spline deformation model to deform the image and then (attempts to) minimize:
|| T - W(F;p) || + a*||p||
where:
T : target image (lena deformed) F : floating image ( non-deformed image) p : warp parameters a : regularization term - determines smoothness of the warping.