We propose a novel data-driven shape completion algorithm that leverages both a database of example segmented shapes and symmetry priors to estimate the geometry of the occluded regions. The main contribution of this work is a method that can estimate shape part and symmetry structure from a partial scan.

Minhyuk Sung, Stanford University
Vladimir Kim, Stanford University
Roland Angst, Stanford University
Leonidas Guibas, Stanford University