Image Alignment

These functions are for processing of images using the q-map framework

Alignment

pair_align_image(I1, I2; M=5, ortho=true, basis_type="t", resizei=true, N=64, stepsize=1e-5, itermax=1000)

Pairwise align two images

  • I1 reference image
  • I2 image to warp
  • M number of basis elements
  • ortho orthonormalize basis
  • basis_type type of basis (“t”, “s”, “i”, “o”)
  • resizei resize image
  • N size of resized image
  • stepsize gradient stepsize
  • itermax maximum number of iterations

Returns:

  • I2_new aligned I2
  • gam warping function