Learning to Estimate Single-View Volumetric Flow Motions without 3D Supervision

Aleksandra Franz, Barbara Solenthaler, Nils Thuerey

We address the challenging problem of jointly inferring the 3D flow and volumetric densities moving in a fluid from a monocular input video with a deep neural network. Despite the…