Katja Herzog
Orcid: 0000-0002-1389-8118
According to our database1,
Katja Herzog
authored at least 14 papers
between 2015 and 2023.
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Bibliography
2023
Umbrella Data Management Plans to Integrate FAIR Data: Lessons From the ISIDORe and BY-COVID Consortia for Pandemic Preparedness.
Data Sci. J., January, 2023
Grouping Shapley Value Feature Importances of Random Forests for Explainable Yield Prediction.
Proceedings of the Intelligent Systems and Applications, 2023
2019
Combination of an Automated 3D Field Phenotyping Workflow and Predictive Modelling for High-Throughput and Non-Invasive Phenotyping of Grape Bunches.
Remote. Sens., 2019
Automated phenotyping of epicuticular waxes of grapevine berries using light separation and convolutional neural networks.
Comput. Electron. Agric., 2019
2018
High-Precision Phenotyping of Grape Bunch Architecture Using Fast 3D Sensor and Automation.
Sensors, 2018
An Adaptive Approach for Automated Grapevine Phenotyping using VGG-based Convolutional Neural Networks.
CoRR, 2018
Efficient identification, localization and quantification of grapevine inflorescences in unprepared field images using Fully Convolutional Networks.
CoRR, 2018
CoRR, 2018
Semantic labeling and reconstruction of grape bunches from 3D range data using a new RGB-D feature descriptor.
Comput. Electron. Agric., 2018
2017
Automated Image Analysis Framework for the High-Throughput Determination of Grapevine Berry Sizes Using Conditional Random Fields.
CoRR, 2017
2015
Sensors, 2015
Impedance of the Grape Berry Cuticle as a Novel Phenotypic Trait to Estimate Resistance to<i> Botrytis Cinerea</i>.
Sensors, 2015
BMC Bioinform., 2015