Spatiotemporal Variance-Guided Filtering

Computer Graphics · Denoising · 2017 · also: SVGF · svgf.yaml

Estimates per-pixel variance from the temporal history and drives the spatial filter width from it, so converged regions stay sharp while noisy ones are blurred hard.

Colour is the family; a dashed line is the second member of it.

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G a-trous-filter A-Trous Wavelet Filter neural-denoising Learned Denoising svgf Spatiotemporal Variance-Guided Filtering neural-denoising->svgf learns the filter from data instead of hand-tuned weights svgf->a-trous-filter drives filter width from measured variance temporal-reprojection Temporal Reprojection svgf->temporal-reprojection the variance estimate comes from accumulated history

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