ranahanocka / point2mesh

Reconstruct Watertight Meshes from Point Clouds [SIGGRAPH 2020]
MIT License
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What is the purpose of the non-uniform penalty? #21

Open DandiC opened 3 years ago

DandiC commented 3 years ago

Hi @ranahanocka, I was wondering if you could explain what is the purpose of adding the "non-uniform" penalty to the loss during training. I see that the penalty is computed based on the areas of the face, but I don't know the reasoning behind it and I couldn't find any details in your paper.

https://github.com/ranahanocka/point2mesh/blob/333dba0b2ced97adfbdb62a5383d04bb5628680b/main.py#L60

Thanks!