The author introduces FreGS, a novel technique that addresses the over-reconstruction issue in 3D Gaussian splatting by employing progressive frequency regularization. By minimizing the discrepancy between frequency spectra, FreGS achieves superior Gaussian densification and novel view synthesis.
Progressive frequency regularization in FreGS improves Gaussian densification and novel view synthesis by mitigating over-reconstruction.
Progressive frequency regularization in FreGS mitigates over-reconstruction issues in 3D Gaussian splatting, improving novel view synthesis.