2 papers
cs.CV2023
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…
cs.CV2021
Global Transport for Fluid Reconstruction with Learned Self-Supervision
Aleksandra Franz, Barbara Solenthaler, Nils Thuerey
We propose a novel method to reconstruct volumetric flows from sparse views via a global transport formulation. Instead of obtaining the space-time function of the observations, we…