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Gong, Yuanhao , title = · 2024 · arXiv 5318.367714

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cs.CV 1

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2026 1

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LEGS: Laplacian-Enhanced Gaussian Splatting with a Nonlinear Weighted Loss

cs.CV · 2026-06-06 · unverdicted · novelty 6.0

LEGS improves 3D Gaussian Splatting by replacing first-order edge guidance with second-order Laplacian structural guidance and nonlinear pixel-wise weighting, yielding up to 1.68 dB PSNR gain over baseline 3DGS on Tanks&Temples and Mip-NeRF360.

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  • LEGS: Laplacian-Enhanced Gaussian Splatting with a Nonlinear Weighted Loss cs.CV · 2026-06-06 · unverdicted · none · ref 18

    LEGS improves 3D Gaussian Splatting by replacing first-order edge guidance with second-order Laplacian structural guidance and nonlinear pixel-wise weighting, yielding up to 1.68 dB PSNR gain over baseline 3DGS on Tanks&Temples and Mip-NeRF360.