ParSeNet: A Parametric Surface Fitting Network for 3D Point Clouds

Gopal Sharma, Difan Liu, Evangelos Kalogerakis, Subhransu Maji, Siddhartha Chaudhuri, Radomír Měch

ECCV 2020

Decompose a 3D point cloud into paramatric surface patches (including B-spline patches).

Major limitation: predicted surface patches are infinite, i.e. do not predict surface boundraies explicitly.