PIE-NET: Parametric Inference of Point Cloud Edges Xiaogang Wang 1,2 Andrea Tagliasacchi 4

We introduce an end-to-end learnable technique to robustly identify feature edges in 3D point cloud data. We represent these edges as a collection of parametric curves (i.e., lines, circles, and B-splines).