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

3D Gaussian Splatting (3DGS) has become an efficient explicit representation for radiance field reconstruction and real-time novel view synthesis. However, its standard photometric loss treats flat and structure-rich regions similarly, which may limit the recovery of sharp contours and fine details….

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