A dedicated geometry opacity parameter per 3D Gaussian decouples appearance from geometry and yields better novel-view rendering plus surface reconstruction on varied datasets.
arXiv preprint arXiv:2602.17117 (2026) 2
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Geometry Gaussians: Decoupling Appearance and Geometry in Gaussian Splatting
A dedicated geometry opacity parameter per 3D Gaussian decouples appearance from geometry and yields better novel-view rendering plus surface reconstruction on varied datasets.