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Improve the affine registration module #27

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brudfors opened this issue Nov 26, 2020 · 0 comments

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enhancement performance

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brudfors commented Nov 26, 2020 •

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Bugs:

Currently, jittering the resampling grid introduces a small misalignment in the resulting registration (therefore disabled by default). Is something wrong with the implementation perhaps?

Enhancements:

Work on 2D images, not only 3D.
Ensure input shape is 3D, even if, e.g., a 4D tensor is given.

Features:

Add more optimisers to _core._do_optimisation. Bayesian optimisation (BO) would be an interesting candidate.

brudfors added enhancement performance labels

brudfors self-assigned this

brudfors changed the title ~~Improved affine registration module~~ Improve the affine registration module

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