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Hans-Georg Luigs
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2020 – today
- 2022
- [c3]Long Chen, Martin Strauch, Matthias Daub, Hans-Georg Luigs, Marcus Jansen, Dorit Merhof:
Learning to Segment Fine Structures Under Image-Level Supervision With an Application to Nematode Segmentation*. EMBC 2022: 2128-2131 - 2021
- [i3]Long Chen, Matthias Daub, Hans-Georg Luigs, Marcus Jansen, Martin Strauch, Dorit Merhof:
High-throughput Phenotyping of Nematode Cysts. CoRR abs/2110.07057 (2021) - 2020
- [j2]Patrick Schramowski
, Wolfgang Stammer
, Stefano Teso
, Anna Brugger, Franziska Herbert, Xiaoting Shao, Hans-Georg Luigs, Anne-Katrin Mahlein
, Kristian Kersting
:
Making deep neural networks right for the right scientific reasons by interacting with their explanations. Nat. Mach. Intell. 2(8): 476-486 (2020) - [c2]Long Chen, Martin Strauch, Matthias Daub, Xiaochen Jiang, Marcus Jansen, Hans-Georg Luigs, Susanne Schultz-Kuhlmann, Stefan Krüssel, Dorit Merhof:
A CNN Framework Based on Line Annotations for Detecting Nematodes in Microscopic Images. ISBI 2020: 508-512 - [i2]Patrick Schramowski, Wolfgang Stammer, Stefano Teso, Anna Brugger, Xiaoting Shao, Hans-Georg Luigs, Anne-Katrin Mahlein, Kristian Kersting:
Right for the Wrong Scientific Reasons: Revising Deep Networks by Interacting with their Explanations. CoRR abs/2001.05371 (2020) - [i1]Long Chen, Martin Strauch, Matthias Daub, Xiaochen Jiang, Marcus Jansen, Hans-Georg Luigs, Susanne Schultz-Kuhlmann, Stefan Krüssel, Dorit Merhof:
A CNN Framenwork Based on Line Annotations for Detecting Nematodes in Microscopic Images. CoRR abs/2004.09795 (2020)
2010 – 2019
- 2019
- [j1]Anna Brugger, Jan Behmann, Stefan Paulus, Hans-Georg Luigs, Matheus Thomas Kuska, Patrick Schramowski, Kristian Kersting, Ulrike Steiner, Anne-Katrin Mahlein
:
Extending Hyperspectral Imaging for Plant Phenotyping to the UV-Range. Remote. Sens. 11(12): 1401 (2019) - [c1]Long Chen, Martin Strauch, Matthias Daub, Marcus Jansen
, Hans-Georg Luigs, Dorit Merhof:
Instance Segmentation of Nematode Cysts in Microscopic Images of Soil Samples. EMBC 2019: 5932-5936
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