This notes section seems to have way too much detail about the implementation. Some parts of this would probably be useful as code comments, but most of it is too implementation-specific for users. A high level summary (before `Parameters`) like the following is probably all that's necessary for the docstring:

> This function reconstructs masked regions of an image using the fast marching method to propagate information across the boundary between known and unknown regions.