Machine Learning Methods for Reverse Engineering of Defective Structured Surfaces
Paperback 161 pages English January 03, 2020
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Springer Vieweg
Machine Learning Methods for Reverse Engineering of Defective Structured Surfaces
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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.
- Author:
- Pascal Laube
- Publisher:
- Springer Vieweg
- Publication Date:
- January 03, 2020
- Number of pages:
- 161 pages
- Language:
- English
- Binding:
- Paperback
- ISBN-10:
- 3658290161
- ISBN-13:
- 9783658290160