TY - THES A1 - Laube, Pascal T1 - Machine learning methods for reverse engineering of defective structured surfaces T2 - Schriftenreihe der Institute für Systemdynamik (ISD) und optische Systeme (IOS) N2 - 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. Y1 - 2020 UR - https://link.springer.com/book/10.1007/978-3-658-29017-7 SN - 978-3-658-29017-7 SN - 978-3-658-29016-0 U6 - http://dx.doi.org/10.1007/978-3-658-29017-7 PB - Springer Vieweg CY - Wiesbaden ER -