
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.


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fregs-3d-gaussian-splatting-with-progressive-frequency-regularization


FreGS: 3D Gaussian Splatting with Progressive Frequency Regularization


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Progressive frequency regularization in FreGS improves Gaussian densification and novel view synthesis by mitigating over-reconstruction.


fregs-progressive-frequency-regularization-for-3d-gaussian-splatting


FreGS: Progressive Frequency Regularization for 3D Gaussian Splatting



Progressive frequency regularization in FreGS mitigates over-reconstruction issues in 3D Gaussian splatting, improving novel view synthesis.
