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Yin, Hui, Gong, Yuanhao, Qiu, Guoping , title = · 2019 · DOI 10.1016/j.sigpro.2019.07.026

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cs.CV 1

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2026 1

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UNVERDICTED 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 21

    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.