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2020 – today
- 2023
[j8]Lucie Cornehl
, Julius Krause, Xiaorong Zheng, Pascal Gauweiler, Florian Schwander, Reinhard Töpfer, Robin Gruna, Anna Kicherer:
Determination of Sugars and Acids in Grape Must Using Miniaturized Near-Infrared Spectroscopy. Sensors 23(11): 5287 (2023)- [i6]Florian Huber, Hannes Engler, Anna Kicherer, Katja Herzog, Reinhard Töpfer, Volker Steinhage:
Grouping Shapley Value Feature Importances of Random Forests for explainable Yield Prediction. CoRR abs/2304.07111 (2023) - 2022
- [j7]Jana Kierdorf, Immanuel Weber, Anna Kicherer, Laura Zabawa, Lukas Drees, Ribana Roscher:
Behind the Leaves: Estimation of Occluded Grapevine Berries With Conditional Generative Adversarial Networks. Frontiers Artif. Intell. 5: 830026 (2022) - 2021
- [j6]Julius Krause, Heinrich Grüger, Lucie Gebauer, Xiaorong Zheng, Jens Knobbe, Tino Pügner, Anna Kicherer, Robin Gruna, Thomas Längle, Jürgen Beyerer:
SmartSpectrometer - Embedded Optical Spectroscopy for Applications in Agriculture and Industry. Sensors 21(13): 4476 (2021) - [i5]Jana Kierdorf, Immanuel Weber, Anna Kicherer, Laura Zabawa, Lukas Drees, Ribana Roscher:
Behind the leaves - Estimation of occluded grapevine berries with conditional generative adversarial networks. CoRR abs/2105.10325 (2021) - 2020
- [j5]Nele Bendel, Anna Kicherer, Andreas Backhaus, Janine Köckerling, Michael Maixner, Elvira Bleser, Hans-Christian Klück, Udo Seiffert, Ralf T. Voegele, Reinhard Töpfer:
Detection of Grapevine Leafroll-Associated Virus 1 and 3 in White and Red Grapevine Cultivars Using Hyperspectral Imaging. Remote. Sens. 12(10): 1693 (2020) - [j4]Nele Bendel, Andreas Backhaus, Anna Kicherer, Janine Köckerling, Michael Maixner, Barbara Jarausch, Sandra Biancu, Hans-Christian Klück, Udo Seiffert, Ralf T. Voegele, Reinhard Töpfer:
Detection of Two Different Grapevine Yellows in Vitis vinifera Using Hyperspectral Imaging. Remote. Sens. 12(24): 4151 (2020) - [c2]Jonas Bömer, Laura Zabawa, Philipp Sieren, Anna Kicherer, Lasse Klingbeil, Uwe Rascher, Onno Muller, Heiner Kuhlmann, Ribana Roscher:
Automatic Differentiation of Damaged and Unharmed Grapes Using RGB Images and Convolutional Neural Networks. ECCV Workshops (6) 2020: 347-359 - [i4]Laura Zabawa, Anna Kicherer, Lasse Klingbeil, Reinhard Töpfer, Heiner Kuhlmann, Ribana Roscher:
Counting of Grapevine Berries in Images via Semantic Segmentation using Convolutional Neural Networks. CoRR abs/2004.14010 (2020)
2010 – 2019
- 2019
- [c1]Laura Zabawa, Anna Kicherer, Lasse Klingbeil, Andres Milioto, Reinhard Töpfer, Heiner Kuhlmann, Ribana Roscher:
Detection of Single Grapevine Berries in Images Using Fully Convolutional Neural Networks. CVPR Workshops 2019: 2571-2579 - [i3]Laura Zabawa, Anna Kicherer, Lasse Klingbeil, Andres Milioto, Reinhard Töpfer, Heiner Kuhlmann, Ribana Roscher:
Detection of Single Grapevine Berries in Images Using Fully Convolutional Neural Networks. CoRR abs/1905.00458 (2019) - 2018
- [i2]Jonatan Grimm, Katja Herzog, Florian Rist, Anna Kicherer, Reinhard Töpfer, Volker Steinhage:
An Adaptive Approach for Automated Grapevine Phenotyping using VGG-based Convolutional Neural Networks. CoRR abs/1811.09561 (2018) - 2017
- [j3]Anna Kicherer, Katja Herzog, Nele Bendel, Hans-Christian Klück, Andreas Backhaus, Markus Wieland, Johann Christian Rose, Lasse Klingbeil, Thomas Läbe, Christian Hohl, Willi Petry, Heiner Kuhlmann, Udo Seiffert, Reinhard Töpfer:
Phenoliner: A New Field Phenotyping Platform for Grapevine Research. Sensors 17(7): 1625 (2017) - [i1]Ribana Roscher, Katja Herzog, Annemarie Kunkel, Anna Kicherer, Reinhard Töpfer, Wolfgang Förstner:
Automated Image Analysis Framework for the High-Throughput Determination of Grapevine Berry Sizes Using Conditional Random Fields. CoRR abs/1712.05647 (2017) - 2016
- [j2]Johann Christian Rose, Anna Kicherer, Markus Wieland, Lasse Klingbeil, Reinhard Töpfer, Heiner Kuhlmann:
Towards Automated Large-Scale 3D Phenotyping of Vineyards under Field Conditions. Sensors 16(12): 2136 (2016) - 2015
- [j1]Anna Kicherer, Katja Herzog, Michael Pflanz, Markus Wieland, Philipp Rüger, Steffen Kecke, Heiner Kuhlmann, Reinhard Töpfer:
An Automated Field Phenotyping Pipeline for Application in Grapevine Research. Sensors 15(3): 4823-4836 (2015)
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