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Comment on SDFs from Unoriented Point Clouds Using Neural Variational Heat Distances

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What are the applications here?

State of the art surface reconstruction - say you took a lidar scan (which gives you a point cloud), to do work with that scan you often want to extract the surface and SDFs are a great way to do represent that

Oh wow. Is there any implementation?

SDF for wave propagation, geometric optical and curl free vector field.The third eikonal assumes that the probabalistic image exists at all points.

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