“Denoising-aware Adaptive Sampling for Monte Carlo Ray Tracing” by Firmino, Frisvad and Jensen
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Title:
- Denoising-aware Adaptive Sampling for Monte Carlo Ray Tracing
Session/Category Title: Neural Light Transport
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Abstract:
We present an adaptive sampling technique for Monte Carlo rendering when combined with learning-based denoisers. Our technique requires no additional learning and is based on a novel estimate of a neural network’s output variance. Applying this to pre-existing denoisers and recent consistent post-correction techniques, we achieve faster error convergence.