HDNet: Physics-Inspired Neural Network for Flow Estimation based on Helmholtz Decomposition

Miao Qi, Ramzi Idoughi, Wolfgang Heidrich

Flow estimation problems are ubiquitous in scientific imaging. Often, the underlying flows are subject to physical constraints that can be exploited in the flow estimation; for exa…