Hausdorff distance implementation

[ogencoglu]

Is there any difference (results or speed) of your Hausdorff distance implementation vs scipy and scikit-image's?

Also you might want to link your paper to the readme.

[DangDinhQuocTrung]

Thank you for your question.
The implementation of HD95 was taken from medpy.
This is similar to EoFormer, a MICCAI paper from last year (MICCAI 2023), repo.

We conducted a small toy comparison between medpy and scikit-image implementation of Hausdorff distance.
We found that the results are the same up to the 14th decimal place.
However, medpy is roughly 70% slower.

[ogencoglu]

OK so do I understand correctly that I should use my own scikit-image implementation because it is faster and yours is slower because it is from medpy?