SDFs and the Fast sweeping algorithm in Jax(rohangautam.github.io)
rohangautam.github.io
SDFs and the Fast sweeping algorithm in Jax
https://rohangautam.github.io/blog/fast_sweeping/fastsweeping/
7 comments
You might also be interested in JFA https://en.m.wikipedia.org/wiki/Jump_flooding_algorithm
As a bonus: the vanilla JFA can only calculate unsigned distances, but you can extend this to signed distance computation using a simple trick: by inverting your JFA result and setting it as the seed for running a second DFA. (See https://blog.demofox.org/2016/03/02/actually-making-signed-d... for a better explanation)
Thats a cool algorithm!! I couldnt find resources on how it might be used to compute distance functions (though it seems like it can). It seems to be for approximating voronoi diagrams.
The two problems are highly related, which is why it can do both. At the end of the algorithm, you have a per-pixel assignment of the (approximately) closest seed pixel. If you want a voronoi diagram, then you color each pixel according to the identify of its seed pixel. If you want a distance function, then you color it with the distance to that pixel.
First skim and I'm confused about the meaning of "interface" in this context. Anyone?
I think this is something like a boundary between two fluids. For example, if you had oil and water in a glass you could describe the 2d surface where they meet as the interface.