I’ve done the registration of microscopical images with affine transform using conjugate gradient line search. I observe small to a large variation in the results after several complete the same runs. Metric is Mattes Mutual Information (bins=50), sampling strategy - regular. Initialization is based on manual landmarks. Images are in the float16 format.
- Where the randomness take place at the optimization procedure?
- How to make registration procedure reproducible?