Pan Liang

EPN: Edge-Aware PointNet for Object Recognition from Multi-View 2.5D Point Clouds

Performance of current 3D point based detectors is limited by the number of points they can process, consequently limiting their accuracy. In this paper we propose a novel architecture coined as Edge-Aware PointNet, that incorporates geometric shape priors as binary maps, integrated in parallel with…