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2020 – today
- 2023
[j12]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)- [c2]Florian Huber, Hannes Engler, Anna Kicherer, Katja Herzog, Reinhard Töpfer, Volker Steinhage:
Grouping Shapley Value Feature Importances of Random Forests for Explainable Yield Prediction. IntelliSys (3) 2023: 210-228 - [i8]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) - 2020
- [j11]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) - [j10]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) - [i7]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
- [j9]Pierre Barré, Katja Herzog, Rebecca Höfle, Matthias B. Hullin, Reinhard Töpfer, Volker Steinhage:
Automated phenotyping of epicuticular waxes of grapevine berries using light separation and convolutional neural networks. Comput. Electron. Agric. 156: 263-274 (2019) - [j8]Florian Rist, Doreen Gabriel, Jennifer Mack, Volker Steinhage, Reinhard Töpfer, Katja Herzog:
Combination of an Automated 3D Field Phenotyping Workflow and Predictive Modelling for High-Throughput and Non-Invasive Phenotyping of Grape Bunches. Remote. Sens. 11(24): 2953 (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 - [i6]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
- [j7]Jennifer Mack, Frank Schindler, Florian Rist, Katja Herzog, Reinhard Töpfer, Volker Steinhage:
Semantic labeling and reconstruction of grape bunches from 3D range data using a new RGB-D feature descriptor. Comput. Electron. Agric. 155: 96-102 (2018) - [j6]Florian Rist, Katja Herzog, Jenny Mack, Robert Richter, Volker Steinhage, Reinhard Töpfer:
High-Precision Phenotyping of Grape Bunch Architecture Using Fast 3D Sensor and Automation. Sensors 18(3): 763 (2018) - [i5]Bernhard Japes, Jennifer Mack, Florian Rist, Katja Herzog, Reinhard Töpfer, Volker Steinhage:
Multi-View Semantic Labeling of 3D Point Clouds for Automated Plant Phenotyping. CoRR abs/1805.03994 (2018) - [i4]Robert Rudolph, Katja Herzog, Reinhard Töpfer, Volker Steinhage:
Efficient identification, localization and quantification of grapevine inflorescences in unprepared field images using Fully Convolutional Networks. CoRR abs/1807.03770 (2018) - [i3]Pierre Barré, Katja Herzog, Rebecca Höfle, Matthias B. Hullin, Reinhard Töpfer, Volker Steinhage:
Automated Phenotyping of Epicuticular Waxes of Grapevine Berries Using Light Separation and Convolutional Neural Networks. CoRR abs/1807.07343 (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
- [j5]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
- [j4]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
- [j3]Maria Klodt, Katja Herzog, Reinhard Töpfer, Daniel Cremers:
Field phenotyping of grapevine growth using dense stereo reconstruction. BMC Bioinform. 16: 143:1-143:11 (2015) - [j2]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) - [j1]Katja Herzog, Rolf Wind, Reinhard Töpfer:
Impedance of the Grape Berry Cuticle as a Novel Phenotypic Trait to Estimate Resistance to Botrytis Cinerea. Sensors 15(6): 12498-12512 (2015)
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