Digital Processing and Management Tools for 2D and 3D Shape Repositories

Abstract

This thesis presents work on several aspects of 3D shape processing. We developa learning based surface reconstruction algorithm that is robust to typical inputartifacts and alleviates the restrictions imposed by previous such methods. Usingthe human shape perception motivated paradigm of representing a 3D shape byits 2D views obtained from its view sphere, we compute the shape's