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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 -
Learning to Segment Fine Structures Under Image-Level Supervision With an Application to Nematode Segmentation2022 Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society conference-paper Computer Science Advanced Neural Network Applications
Long Chen, Martin Strauch, Matthias Daub, Hans-Georg Luigs, Marcus Jansen, Dorit Merhof
2citations
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