Anna Kicherer

18 papers Journal 14Unranked 4
YearRankTypeTitle / Venue / Authors
2026 — conf
Eliminating external interferences in handheld NIR spectroscopy for grape quality assessment.
GIL
Pascal Gauweiler, Xiaorong Zheng, Anna Kicherer, Robin Gruna
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
2022 J jnl
Behind the Leaves: Estimation of Occluded Grapevine Berries With Conditional Generative Adversarial Networks.
Frontiers Artif. Intell.
Jana Kierdorf, Immanuel Weber, Anna Kicherer, Laura Zabawa, Lukas Drees, Ribana Roscher
2021 J jnl
Behind the leaves - Estimation of occluded grapevine berries with conditional generative adversarial networks.
CoRR
Jana Kierdorf, Immanuel Weber, Anna Kicherer, Laura Zabawa, Lukas Drees, Ribana Roscher
2021 J jnl
SmartSpectrometer - Embedded Optical Spectroscopy for Applications in Agriculture and Industry.
Sensors
Julius Krause, Heinrich Grüger, Lucie Gebauer, Xiaorong Zheng, Jens Knobbe, Tino Pügner, Anna Kicherer, Robin Gruna, Thomas Längle, Jürgen Beyerer
2020 — conf
Automatic Differentiation of Damaged and Unharmed Grapes Using RGB Images and Convolutional Neural Networks.
ECCV Workshops (6)
Jonas Bömer, Laura Zabawa, Philipp Sieren, Anna Kicherer, Lasse Klingbeil, Uwe Rascher, Onno Muller, Heiner Kuhlmann, Ribana Roscher
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 — 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
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