Machine Learning Methods For Reverse Engineering Of Defective Structured Surfaces (schriftenreihe Der Institute Fur Systemdynamik (isd) Und Optische Systeme (ios))
by Pascal Laube /
2020 / English / PDF
7.5 MB Download
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.
