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IRZ archive, page 39.

Comparison of 3D surface reconstructions showing artifacts addressed by Gaussian Sculpting

A 3D scan can look right and still have the wrong geometry

A Gaussian Splat can produce convincing views while hiding a bad surface. Gaussian Sculpting binds rendering back to optimized geometry, at a reported cost of 6 to 18 hours per object in the paper's experiments.