Making deep neural networks right for the right scientific reasons by interacting with their explanations
Schramowski, Patrick, Stammer, Wolfgang, Teso, Stefano, Brugger, Anna, Herbert, Franziska, Shao, Xiaoting, Luigs, Hans-Georg, Mahlein, Anne-Katrin, Kersting, Kristian
Published in Nature machine intelligence (01.08.2020)
Published in Nature machine intelligence (01.08.2020)
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Journal Article
High-throughput phenotyping of nematode cysts
Chen, Long, Daub, Matthias, Luigs, Hans-Georg, Jansen, Marcus, Strauch, Martin, Merhof, Dorit
Published in Frontiers in plant science (14.09.2022)
Published in Frontiers in plant science (14.09.2022)
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Journal Article
Extending Hyperspectral Imaging for Plant Phenotyping to the UV-Range
Brugger, Anna, Behmann, Jan, Paulus, Stefan, Luigs, Hans-Georg, Kuska, Matheus Thomas, Schramowski, Patrick, Kersting, Kristian, Steiner, Ulrike, Mahlein, Anne-Katrin
Published in Remote sensing (Basel, Switzerland) (01.06.2019)
Published in Remote sensing (Basel, Switzerland) (01.06.2019)
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Journal Article
A CNN Framework Based on Line Annotations for Detecting Nematodes in Microscopic Images
Chen, Long, Strauch, Martin, Daub, Matthias, Jiang, Xiaochen, Jansen, Marcus, Luigs, Hans-Georg, Schultz-Kuhlmann, Susanne, Krussel, Stefan, Merhof, Dorit
Published in 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI) (01.04.2020)
Published in 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI) (01.04.2020)
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Conference Proceeding
Instance Segmentation of Nematode Cysts in Microscopic Images of Soil Samples
Chen, Long, Strauch, Martin, Daub, Matthias, Jansen, Marcus, Luigs, Hans-Georg, Merhof, Dorit
Published in 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (01.07.2019)
Published in 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (01.07.2019)
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Conference Proceeding
Journal Article
Making deep neural networks right for the right scientific reasons by interacting with their explanations
Schramowski, Patrick, Stammer, Wolfgang, Teso, Stefano, Brugger, Anna, Shao, Xiaoting, Hans-Georg Luigs, Anne-Katrin Mahlein, Kersting, Kristian
Published in arXiv.org (05.03.2024)
Published in arXiv.org (05.03.2024)
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Paper
Journal Article
Learning to Segment Fine Structures Under Image-Level Supervision With an Application to Nematode Segmentation
Chen, Long, Strauch, Martin, Daub, Matthias, Luigs, Hans-Georg, Jansen, Marcus, Merhof, Dorit
Published in 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (2022)
Published in 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (2022)
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Conference Proceeding
High-throughput Phenotyping of Nematode Cysts
Long, Chen, Daub, Matthias, Hans-Georg Luigs, Jansen, Marcus, Strauch, Martin, Merhof, Dorit
Published in arXiv.org (13.10.2021)
Published in arXiv.org (13.10.2021)
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Paper
Journal Article
A CNN Framenwork Based on Line Annotations for Detecting Nematodes in Microscopic Images
Long, Chen, Strauch, Martin, Daub, Matthias, Jiang, Xiaochen, Jansen, Marcus, Hans-Georg Luigs, Schultz-Kuhlmann, Susanne, Krüssel, Stefan, Merhof, Dorif
Published in arXiv.org (21.04.2020)
Published in arXiv.org (21.04.2020)
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Paper
Journal Article