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Generating a pixel-wise annotated training dataset to train ML algorithms for mineral identification in rock thin sections2020 RWTH Publications (RWTH Aachen) conference-paper Computer Science Geochemistry and Geologic Mapping Open access
Jiaxin Yu, Joyce Schmatz, Marven von Domarus, Mingze Jiang, Simon Virgo, Bastian Leibe, +1 more
0citations -
Superpixel segmentations for thin sections: Evaluation of methods to enable the generation of machine learning training data sets2022 Computers & Geosciences article Computer Science Advanced Neural Network Applications Open access
Jiaxin Yu, Florian Wellmann, Simon Virgo, Marven von Domarus, Mingze Jiang, Joyce Schmatz, +1 more
30citations -
Using Machine Learning for Lunar Mineralogy-I: Hyperspectral Imaging of Volcanic Samples2025 arXiv (Cornell University) preprint Computer Science Geochemistry and Geologic Mapping Open access
Fatemeh Fazel Hesar, Mojtaba Raouf, Peyman Soltani, B. Foing, M. J. A. de Dood, Fons J. Verbeek, +1 more
0citations
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