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Neural Gabor Splatting: Enhanced Gaussian Splatting with Neural Gabor for High-frequency Surface Reconstruction

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Haato Watanabe, Nobuyuki Umetani

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Neural Gabor Splatting: Enhanced Gaussian Splatting with Neural Gabor for High-frequency Surface Reconstruction augments each 3D Gaussian with a lightweight MLP that models Gabor-like high-frequency color variation inside the primitive.

Frequency-aware densification adds primitives where fine detail is needed while keeping the base 3D Gaussian Splatting pipeline recognizable to practitioners.

The CVPR 2026 University of Tokyo project reports stronger high-frequency reconstruction on Mip-NeRF360 and checkered-pattern scenes compared with plain 3DGS.

Readers should know 3DGS training and rendering before adopting neural per-primitive extensions and densification heuristics.

Neural enhancements to 3DGS are a crowded CVPR thread; this project page is a go-to for Gabor-style high-frequency detail.

Link last verified accessible on 2026-09-28.