Abstract: 3D scene flow represents the 3D motion of each point in the point cloud, which is a base 3D perception task for autonomous driving, like optical flow for 2D images. As non-learning methods ...

Abstract: In this paper, an improved neural network framework based on PointNet++ is proposed to predict the 3D flow field of an airfoil under steady incompressible laminar flow. The network directly ...