Surface Topography Characterization Using a Simple Optical Device and Artificial Neural Networks

no code implementations • 15 Mar 2021 • Christoph Angermann, Markus Haltmeier, Christian Laubichler, Steinbjörn Jónsson, Matthias Schwab, Adéla Moravová, Constantin Kiesling, Martin Kober, Wolfgang Fimml

A novel machine learning framework is proposed that allows prediction of the bearing load curves from RGB images of the liner surface that can be collected with a handheld microscope.

BIG-bench Machine Learning