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2025
  • 3D vision
  • Gaussian splatting
  • Meshing
  • ETH

Surf-LEAF — mesh extraction from Gaussian splatting (urban)

ETH 3D Vision (2025): Surf-LEAF converts urban Gaussian-splatting reconstructions into analysis-ready meshes—surface sampling from splats, advancing-front reconstruction, post-processing for holes and artefacts. On TartanAir, ~10% lower Chamfer than strongest baseline, sharper than Poisson/TSDF-style methods; qualitative gains on real outdoor scenes for digital twins, navigation, and urban modelling.

Result

Achieved roughly 10% lower Chamfer error than the strongest baseline on TartanAir in the reported comparison.