Reinhard Töpfer

22 papers Journal 20Unranked 2
YearRankTypeTitle / Venue / Authors
2023 J jnl
Determination of Sugars and Acids in Grape Must Using Miniaturized Near-Infrared Spectroscopy.
Sensors
Lucie Cornehl, Julius Krause, Xiaorong Zheng, Pascal Gauweiler, Florian Schwander, Reinhard Töpfer, Robin Gruna, Anna Kicherer
2023 — conf
Grouping Shapley Value Feature Importances of Random Forests for Explainable Yield Prediction.
IntelliSys (3)
Florian Huber, Hannes Engler, Anna Kicherer, Katja Herzog, Reinhard Töpfer, Volker Steinhage
2023 J jnl
Grouping Shapley Value Feature Importances of Random Forests for explainable Yield Prediction.
CoRR
Florian Huber, Hannes Engler, Anna Kicherer, Katja Herzog, Reinhard Töpfer, Volker Steinhage
2020 J jnl
Counting of Grapevine Berries in Images via Semantic Segmentation using Convolutional Neural Networks.
CoRR
Laura Zabawa, Anna Kicherer, Lasse Klingbeil, Reinhard Töpfer, Heiner Kuhlmann, Ribana Roscher
2020 J jnl
Detection of Grapevine Leafroll-Associated Virus 1 and 3 in White and Red Grapevine Cultivars Using Hyperspectral Imaging.
Remote. Sens.
Nele Bendel, Anna Kicherer, Andreas Backhaus, Janine Köckerling, Michael Maixner, Elvira Bleser, Hans-Christian Klück, Udo Seiffert, Ralf T. Voegele, Reinhard Töpfer
2020 J jnl
Detection of Two Different Grapevine Yellows in Vitis vinifera Using Hyperspectral Imaging.
Remote. Sens.
Nele Bendel, Andreas Backhaus, Anna Kicherer, Janine Köckerling, Michael Maixner, Barbara Jarausch, Sandra Biancu, Hans-Christian Klück, Udo Seiffert, Ralf T. Voegele, Reinhard Töpfer
2019 J jnl
Automated phenotyping of epicuticular waxes of grapevine berries using light separation and convolutional neural networks.
Comput. Electron. Agric.
Pierre Barré, Katja Herzog, Rebecca Höfle, Matthias B. Hullin, Reinhard Töpfer, Volker Steinhage
2019 J jnl
Combination of an Automated 3D Field Phenotyping Workflow and Predictive Modelling for High-Throughput and Non-Invasive Phenotyping of Grape Bunches.
Remote. Sens.
Florian Rist, Doreen Gabriel, Jennifer Mack, Volker Steinhage, Reinhard Töpfer, Katja Herzog
2019 — conf
Detection of Single Grapevine Berries in Images Using Fully Convolutional Neural Networks.
CVPR Workshops
Laura Zabawa, Anna Kicherer, Lasse Klingbeil, Andres Milioto, Reinhard Töpfer, Heiner Kuhlmann, Ribana Roscher
2019 J jnl
Detection of Single Grapevine Berries in Images Using Fully Convolutional Neural Networks.
CoRR
Laura Zabawa, Anna Kicherer, Lasse Klingbeil, Andres Milioto, Reinhard Töpfer, Heiner Kuhlmann, Ribana Roscher
2018 J jnl
An Adaptive Approach for Automated Grapevine Phenotyping using VGG-based Convolutional Neural Networks.
CoRR
Jonatan Grimm, Katja Herzog, Florian Rist, Anna Kicherer, Reinhard Töpfer, Volker Steinhage
2018 J jnl
Automated Phenotyping of Epicuticular Waxes of Grapevine Berries Using Light Separation and Convolutional Neural Networks.
CoRR
Pierre Barré, Katja Herzog, Rebecca Höfle, Matthias B. Hullin, Reinhard Töpfer, Volker Steinhage
2018 J jnl
Efficient identification, localization and quantification of grapevine inflorescences in unprepared field images using Fully Convolutional Networks.
CoRR
Robert Rudolph, Katja Herzog, Reinhard Töpfer, Volker Steinhage
2018 J jnl
High-Precision Phenotyping of Grape Bunch Architecture Using Fast 3D Sensor and Automation.
Sensors
Florian Rist, Katja Herzog, Jenny Mack, Robert Richter, Volker Steinhage, Reinhard Töpfer
2018 J jnl
Multi-View Semantic Labeling of 3D Point Clouds for Automated Plant Phenotyping.
CoRR
Bernhard Japes, Jennifer Mack, Florian Rist, Katja Herzog, Reinhard Töpfer, Volker Steinhage
2018 J jnl
Semantic labeling and reconstruction of grape bunches from 3D range data using a new RGB-D feature descriptor.
Comput. Electron. Agric.
Jennifer Mack, Frank Schindler, Florian Rist, Katja Herzog, Reinhard Töpfer, Volker Steinhage
2017 J jnl
Automated Image Analysis Framework for the High-Throughput Determination of Grapevine Berry Sizes Using Conditional Random Fields.
CoRR
Ribana Roscher, Katja Herzog, Annemarie Kunkel, Anna Kicherer, Reinhard Töpfer, Wolfgang Förstner
2017 J jnl
Phenoliner: A New Field Phenotyping Platform for Grapevine Research.
Sensors
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
2016 J jnl
Towards Automated Large-Scale 3D Phenotyping of Vineyards under Field Conditions.
Sensors
Johann Christian Rose, Anna Kicherer, Markus Wieland, Lasse Klingbeil, Reinhard Töpfer, Heiner Kuhlmann
2015 J jnl
An Automated Field Phenotyping Pipeline for Application in Grapevine Research.
Sensors
Anna Kicherer, Katja Herzog, Michael Pflanz, Markus Wieland, Philipp Rüger, Steffen Kecke, Heiner Kuhlmann, Reinhard Töpfer
2015 J jnl
Field phenotyping of grapevine growth using dense stereo reconstruction.
BMC Bioinform.
Maria Klodt, Katja Herzog, Reinhard Töpfer, Daniel Cremers
2015 J jnl
Impedance of the Grape Berry Cuticle as a Novel Phenotypic Trait to Estimate Resistance to
Sensors
Katja Herzog, Rolf Wind, Reinhard Töpfer