Temel Kavramlar
Progressive frequency regularization in FreGS mitigates over-reconstruction issues in 3D Gaussian splatting, improving novel view synthesis.
İstatistikler
"Experiments over multiple widely adopted benchmarks show that FreGS achieves superior novel view synthesis."
"FreGS outperforms the state-of-the-art 3D-GS consistently in PSNR, SSIM, and LPIPS across all real scenes."
"The proposed progressive frequency regularization mitigates the over-reconstruction of Gaussians and improves Gaussian densification effectively."
Alıntılar
"FreGS achieves superior image rendering with much less artifacts but more fine details."
"The proposed progressive frequency regularization can achieve finer Gaussian densification and superior novel view synthesis."