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Hui-Xin Lan

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Jul 2026

Prior-Infused 3D Gaussian Splatting for Robust Sparse-View Reconstruction

Sparse-view 3D Gaussian Splatting (3DGS) is prone to severe geometric failures and appearance inconsistency due to optimization ambiguity. We introduce Prior-Infused 3DGS (PI-3DGS), a COLMAP-free framework that systematically integrates robust multi-view geometric priors into the 3DGS pipeline. Our framework consists o...

Hui-Xin Lan, Xinfeng Zhang, Yue Liu et al. · 0 citations

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