Reinhard Töpfer

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 18

Top Topics

Automated Image Analysis

Hyperspectral Imaging

Convolutional Neural Networks

Top Venues

Comput. Electron. Agric.

Publications

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 (2023)
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) (2023)
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) (2020)
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) (2020)
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 (2020)
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 (2019)
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)
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 (2019)
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) (2019)
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 (2018)
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 (2018)
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) (2018)
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 (2018)
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 (2018)
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 (2018)
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 (2017)
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) (2017)
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) (2016)
Maria Klodt, Katja Herzog, Reinhard Töpfer, Daniel Cremers
Field phenotyping of grapevine growth using dense stereo reconstruction. BMC Bioinform. 16 (2015)
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) (2015)
Katja Herzog, Rolf Wind, Reinhard Töpfer
. Sensors 15 (6) (2015)