Machine Learning Methods for Reverse Engineering of Defective Structured Surfaces E-Book

Pascal Laube

• Herausgeber: Springer Fachmedien Wiesbaden
• Kategorie: Wissenschaft und neue Technologien
• Serie: Schriftenreihe der Institute für Systemdynamik (ISD) und optische Systeme (IOS)
• Sprache: Englisch

Veröffentlichungsjahr: 2020

Beschreibung

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.