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Author

Wenxiong Kang

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Jul 2026

Geometry-Semantics Co-Regularization for Gaussian Splatting in Indoor Reconstruction.

A geometry-semantics co-regularization framework that jointly optimizes geometry and semantics within 3DGS and develops a multi-view semantic consistency supervision to regularize the semantic distributions of Gaussian primitives, ensuring cross-view consistency for Gaussians corresponding to the same semantic category or instance.

Haihong Xiao, Jianan Zou, Yanan Zhang et al. · 0 citations

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