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snuvclab / gala

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Refinement process during composition #4

Open hygenie1228 opened 6 months ago

hygenie1228 commented 6 months ago

Thanks for sharing interesting and impactful work.

Does the code released now include the refinement process specified in the paper (Section 4.4)? It is difficult to find for me.

I wanna refer to the refinement process. Thank you.

taeksuu commented 5 months ago

Hi,

Sorry, we haven't released the script for the refinement process yet due to some modifications. We'll try to release the full code shortly.

In the meantime, you might want to look at https://github.com/snuvclab/gala/blob/b9bbd6345079d3bd2d75434bd9d3c1fa5bd5ecea/geometry/dlmesh.py#L139 https://github.com/snuvclab/gala/blob/b9bbd6345079d3bd2d75434bd9d3c1fa5bd5ecea/geometry/dlmesh.py#L894 regarding the refinement process.

Instead of directly optimizing per-vertex offsets, we've added an MLP to predict those vertex offsets and added a mesh subdivision for better refinement results. The other stays the same.

Thank you!