Schriftenreihe der Institute für Systemdynamik (ISD) und optische Systeme (IOS)

Laube, Pascal

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.

Details

Published by: Springer Vieweg

Publication Date: 2020-01-03

Format: Paperback

ISBN-13: 9783658290160

DOI: 10.1007/978-3-658-29017-7

Dimensions: 210cm x148cm

Pages: 161