MrNeRF (@janusch_patas)
2025-05-31 | โค๏ธ 112 | ๐ 9
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MrNeRF (@janusch_patas)
Textured Gaussians for Enhanced 3D Scene Appearance Modeling
Contributions: โข Introduction of a generalized appearance model for 3D Gaussians that handles spatially varying color and opacity by augmenting 3D Gaussians with alpha, RGB, or RGBA texture maps.
โข Validation that Textured Gaussians improves 3DGS on a wide variety of both object-level and scene-level datasets.
โข Demonstration that our method greatly outperforms 3DGS when the number of Gaussians is small and achieves better performance than 3DGS with alpha-only textures given the same model size.
