Katja Herzog

16 papers Journal 15Unranked 1
YearRankTypeTitle / Venue / Authors
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
2023 J jnl
Umbrella Data Management Plans to Integrate FAIR Data: Lessons From the ISIDORe and BY-COVID Consortia for Pandemic Preparedness.
Data Sci. J.
Romain David, Audrey S. Richard, Claire Connellan, Katharina B. Lauer, Maria Luisa Chiusano, Carole A. Goble, Martin Houde, Isabel Kemmer, Antje Keppler, Philippe Lieutaud, Christian Ohmann, Maria Panagiotopoulou, Sara Raza Khan, Arina Rybina, Stian Soiland-Reyes, Charlotte Wit, Rudolf Wittner, Rafael Andrade Buono, Sarah Arnaud Marsh, Pauline Audergon, Dylan Bonfils, José María Carazo, Remi Charrel, Frederik Coppens, Wolfgang Fecke, Claudia Filippone, Eva García Álvarez, Sheraz Gul, Henning Hermjakob, Katja Herzog, Petr Holub, Lukasz Kozera, Allyson L. Lister, José López-Coronado, Bénédicte Madon, Kurt Majcen, William Martin, Wolfgang Müller, Elli Papadopoulou, Christine M. A. Prat, Paolo Romano, Susanna-Assunta Sansone, Gary Saunders, Niklas Blomberg, Jonathan Ewbank
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
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
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