Machine Learning Methods for Reverse Engineering of Defective Structured Surfaces (eBook, PDF)
Pascal Laube
eBook, PDF

Machine Learning Methods for Reverse Engineering of Defective Structured Surfaces (eBook, PDF)

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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. ContentsMachine Learning Methods for Parametrization in Curve and Surface ApproximationClassification of Geometric Primitives in Point C...

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