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autonomousvision / sdfstudio

A Unified Framework for Surface Reconstruction
Apache License 2.0
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get_surface_sliding vs get_surface_occupancy #297

Open iszihan opened 3 months ago

iszihan commented 3 months ago

Just curious what's the main difference between get_surface_sliding and get_surface_occupancy? I know that the latter one uses a level set value of 0.5 because it is extracting a mesh from an occupancy network. But can I also just use get_surface_sliding with a level set value of 0.5 for occupancy based network like unisurf?

niujinshuchong commented 3 months ago

Hi, get_surface_sliding use multi-scale strategy to skip empty space since if sdf is very large, it means a large region centred at this point is empty. However, occupancy only have the inside outside information, the multi-scale strategy might not work well.