Machine Learning Methods for Reverse Engineering of Defective Structured Surfaces
by Pascal Laube
- Length: 161 pages
- Edition: 1st ed. 2020
- Language: English
- Publisher: Springer Vieweg
- Publication Date: 2020-02-25
- ISBN-10: 3658290161
- ISBN-13: 9783658290160
- Sales Rank: #0 (See Top 100 Books)
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.
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