2022
Self-Supervised Robust Scene Flow Estimation via the Alignment of Probability Density Functions
AAAI 2022technical
In this paper, we present a new self-supervised scene flow estimation approach for a pair of consecutive point clouds. The key idea of our approach is to represent discrete point clouds as continuous probability density functions using Gaussian mixture models. Scene flow estimation is therefore conv…