Field phenotyping of grapevine growth using dense stereo reconstruction. - Maria Klodt; Katja Herzog; Reinhard Töpfer; Daniel Cremers (BMC Bioinform., 2015)

Impedance of the Grape Berry Cuticle as a Novel Phenotypic Trait to Estimate Resistance to Botrytis Cinerea. - Katja Herzog; Rolf Wind; Reinhard Töpfer (Sensors, 2015)

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)

Semantic labeling and reconstruction of grape bunches from 3D range data using a new RGB-D feature descriptor. - Jennifer Mack; Frank Schindler; Florian Rist 002; Katja Herzog; Reinhard Töpfer; Volker Steinhage (Comput. Electron. Agric., 2018)

Multi-View Semantic Labeling of 3D Point Clouds for Automated Plant Phenotyping. - Bernhard Japes; Jennifer Mack; Florian Rist 002; Katja Herzog; Reinhard Töpfer; Volker Steinhage (CoRR, 2018)

Efficient identification, localization and quantification of grapevine inflorescences in unprepared field images using Fully Convolutional Networks. - Robert Rudolph; Katja Herzog; Reinhard Töpfer; Volker Steinhage (CoRR, 2018)

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)

High-Precision Phenotyping of Grape Bunch Architecture Using Fast 3D Sensor and Automation. - Florian Rist 002; Katja Herzog; Jenny Mack; Robert Richter; Volker Steinhage; Reinhard Töpfer (Sensors, 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)

Automated phenotyping of epicuticular waxes of grapevine berries using light separation and convolutional neural networks. - Pierre Barré; Katja Herzog; Rebecca Höfle; Matthias B. Hullin; Reinhard Töpfer; Volker Steinhage (Comput. Electron. Agric., 2019)

Combination of an Automated 3D Field Phenotyping Workflow and Predictive Modelling for High-Throughput and Non-Invasive Phenotyping of Grape Bunches. - Florian Rist 002; Doreen Gabriel; Jennifer Mack; Volker Steinhage; Reinhard Töpfer; Katja Herzog (Remote. Sens., 2019)

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)

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)