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Yi-Xiao Zhou

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Preprint Oct 2026

SG^2SLAM: Spatial Geometry-Informed 3D Gaussian Splatting SLAM for Monocular Outdoor Navigation

Monocular outdoor navigation requires robust camera motion estimation and a dense, navigable map, where 3D Gaussian Splatting SLAM serves this task through an explicit differentiable parameterization and closed-form projection. However, typically, the geometry is recovered by associating 2D pixels with 3D points, so a...

Ziang Guo, Didar Seyidov, Yi-Xiao Zhou et al. · 0 citations

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