Machine Learning Methods for Reverse Engineering of Defective Structured Surfaces

Name: Machine Learning Methods for Reverse Engineering of Defective Structured Surfaces
Brand: Springer Nature
SKU: 9783658290160
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Springer Nature

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9783658290160

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New

Product Description

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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