MrNeRF (@janusch_patas)
2025-10-29 | โค๏ธ 127 | ๐ 17
PlanarGS: High-Fidelity Indoor 3D Gaussian Splatting Guided by Vision-Language Planar Priors
Contributions: โข We introduce a novel 3DGS framework that integrates semantic planar priors and multi-view depth priors to achieve high-fidelity reconstruction in challenging indoor scenes.
โข We design a robust pipeline for Language-Prompted Planar Priors (LP3) that applies vision-language foundation models with cross-view fusion and geometric inspection to obtain reliable planar priors.
โข Our method achieves state-of-the-art performance on high-fidelity surface reconstruction tasks across the Replica [44], ScanNet++ [60], and MuSHRoom [40] datasets.
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