(Schriftenreihe der Institute für Systemdynamik (ISD) und optische Systeme (IOS)) 1st ed. 2020 Edition
by Pascal Laube (Author)
Pascal Laube presents machine learning approaches for three key problems of reverse engineering of defective structured surfaces: parametrization of curves and surfaces, geometric primitive classification and inpainting of high-resolution textures. The proposed methods aim to improve the reconstruction quality while further automating the process. The contributions demonstrate that machine learning can be a viable part of the CAD reverse engineering pipeline.
