ITKElastix
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Reset random seed for deterministic registration
Hi, I was wondering if there is a way to reset the random seed used by ITKElastix.
In my Python code if I register a set of images, and then if I repeat this registration in the same dataset in the next loop iteration, I get slightly different pixel values for the registered images. I believe at least some of the randomness comes from this part of my bspline registration recipe:
// **************** Image sampling **********************
(NumberOfSpatialSamples 2048)
(NewSamplesEveryIteration "true")
(ImageSampler "Random")
//(ImageSampler "Full")
If I set sampler to (ImageSampler "Full")
then the registration is deterministic, and I get the same results every iteration, but unfortunately it also takes significantly longer to register.
So my question is: is there a way to reset the random seed in the python code?