Machine Learning Methods for Reverse Engineering of Defective Structured Surfaces

• Author(s): Pascal Laube,
• Publisher: Springer Nature
• Pages: 161
• ISBN_10: 365829017X
  ISBN_13: 9783658290177
  
• Language: en
• Categories: Computers / Artificial Intelligence / General , Computers / Design, Graphics & Media / CAD-CAM , Technology & Engineering / Manufacturing , Computers / Information Technology ,

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.