An Automated Field Phenotyping Pipeline for Application in Grapevine Research. - Anna Kicherer; Katja Herzog; Michael Pflanz; Markus Wieland; Philipp Rüger; Steffen Kecke; Heiner Kuhlmann; Reinhard Töpfer (Sensors, 2015)

Towards Automated Large-Scale 3D Phenotyping of Vineyards under Field Conditions. - Johann Christian Rose; Anna Kicherer; Markus Wieland; Lasse Klingbeil; Reinhard Töpfer; Heiner Kuhlmann (Sensors, 2016)

Automated Image Analysis Framework for the High-Throughput Determination of Grapevine Berry Sizes Using Conditional Random Fields. - Ribana Roscher; Katja Herzog; Annemarie Kunkel; Anna Kicherer; Reinhard Töpfer; Wolfgang Förstner (CoRR, 2017)

Phenoliner: A New Field Phenotyping Platform for Grapevine Research. - 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; et al. (Sensors, 2017)

An Adaptive Approach for Automated Grapevine Phenotyping using VGG-based Convolutional Neural Networks. - Jonatan Grimm; Katja Herzog; Florian Rist 002; Anna Kicherer; Reinhard Töpfer; Volker Steinhage (CoRR, 2018)

Detection of Single Grapevine Berries in Images Using Fully Convolutional Neural Networks. - Laura Zabawa; Anna Kicherer; Lasse Klingbeil; Andres Milioto; Reinhard Töpfer; Heiner Kuhlmann; Ribana Roscher (CVPR Workshops, 2019)

Automatic Differentiation of Damaged and Unharmed Grapes Using RGB Images and Convolutional Neural Networks. - Jonas Bömer; Laura Zabawa; Philipp Sieren; Anna Kicherer; Lasse Klingbeil; Uwe Rascher; Onno Muller; Heiner Kuhlmann; Ribana Roscher (ECCV Workshops (6), 2020)

Counting of Grapevine Berries in Images via Semantic Segmentation using Convolutional Neural Networks. - Laura Zabawa; Anna Kicherer; Lasse Klingbeil; Reinhard Töpfer; Heiner Kuhlmann; Ribana Roscher (CoRR, 2020)

Detection of Two Different Grapevine Yellows in Vitis vinifera Using Hyperspectral Imaging. - Nele Bendel; Andreas Backhaus; Anna Kicherer; Janine Köckerling; Michael Maixner; Barbara Jarausch; Sandra Biancu; Hans-Christian Klück; Udo Seiffert; Ralf T. Voegele; Reinhard Töpfer (Remote. Sens., 2020)

Detection of Grapevine Leafroll-Associated Virus 1 and 3 in White and Red Grapevine Cultivars Using Hyperspectral Imaging. - Nele Bendel; Anna Kicherer; Andreas Backhaus; Janine Köckerling; Michael Maixner; Elvira Bleser; Hans-Christian Klück; Udo Seiffert; Ralf T. Voegele; Reinhard Töpfer (Remote. Sens., 2020)

SmartSpectrometer - Embedded Optical Spectroscopy for Applications in Agriculture and Industry. - Julius Krause; Heinrich Grüger; Lucie Gebauer; Xiaorong Zheng; Jens Knobbe; Tino Pügner; Anna Kicherer; Robin Gruna; Thomas Längle; Jürgen Beyerer (Sensors, 2021)

Behind the Leaves: Estimation of Occluded Grapevine Berries With Conditional Generative Adversarial Networks. - Jana Kierdorf; Immanuel Weber; Anna Kicherer; Laura Zabawa; Lukas Drees; Ribana Roscher (Frontiers Artif. Intell., 2022)

Grouping Shapley Value Feature Importances of Random Forests for Explainable Yield Prediction. - Florian Huber; Hannes Engler; Anna Kicherer; Katja Herzog; Reinhard Töpfer; Volker Steinhage (IntelliSys (3), 2023)

Determination of Sugars and Acids in Grape Must Using Miniaturized Near-Infrared Spectroscopy. - Lucie Cornehl; Julius Krause; Xiaorong Zheng; Pascal Gauweiler; Florian Schwander; Reinhard Töpfer; Robin Gruna; Anna Kicherer (Sensors, 2023)