Image reconstruction

A Survey of Temporal Antialiasing Techniques

Abstract Temporal Antialiasing (TAA), formally defined as temporally-amortized supersampling, is the most widely used antialiasing technique in today's real-time renderers and game engines. This survey provides a systematic overview of this …

Interactive Reconstruction of Monte Carlo Image Sequences Using a Recurrent Denoising Autoencoder

We describe a machine learning technique for reconstructing image sequences rendered using Monte Carlo methods. Our primary focus is on reconstruction of global illumination with extremely low sampling budgets at interactive rates. Motivated by …