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Paper · arXiv

TopoGS: Planar Reconstruction via Topology-aware 3D Gaussian Splatting

Extracting structured, parametric 3D representations from raw images remains a fundamental challenge in computer vision and graphics. While recent advancements in the 3D Gaussian Splatting (3DGS) pipeline integrate planar primitives to yield compact and editable geometry, these approaches typically treat planes as isolated, discrete sets. This lack of topological connectivity hinders robust geometric reasoning, leading to fragmented reconstructions and misaligned boundaries that fall short of the precision for rigorous spatial analysis and professional design workflows. To address this, we introduce TopoGS, the first 3DGS framework to explicitly integrate both planar and topological const...

AuthorsShanshan Pan, Jiale Chen, Yilin Liu et al.
Primary categorycs.CV
Published18 July 2026
Last updated at source18 July 2026
cs.CVcs.GR
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