Nils Thurey

Light Transport-aware Diffusion Posterior Sampling for Single-View Reconstruction of 3D Volumes

We introduce a single-view reconstruction technique of volumetric fields in which multiple light scattering effects are omnipresent, such as in clouds. We model the unknown distribution of volumetric fields using an unconditional diffusion model trained on a novel benchmark dataset comprising 1,000…