AK
Anna Kicherer
cs.CVfield phenotypingcs.LGdeep learningmachine learningNIRSprecision viticulturequalityviticultureVitis
On Valency
published · living versionsW_35ndxnme·v1 · currentpublished
Automated Image Analysis Framework for the High-Throughput Determination of Grapevine Berry Sizes Using Conditional Random Fields
with Ribana Roscher, Katja Herzog, Annemarie Kunkel, Reinhard Töpfer +1
1 version
Preprints & journals
16 papers in the corpus · 2015–2026Hyperspectral differentiation of three grapevine yellows diseases and symptomatically similar stresses.41937759 · Alisaac, Elias, Zheng, Xiaorong, Fischer, Benedikt et al.2026 · 0 citationsFrontiers in plant science. 2026;17:1794713
Non-destructive quantification of key quality characteristics in individual grapevine berries using near-infrared spectroscopy.39036356 · Cornehl, Lucie, Gauweiler, Pascal, Zheng, Xiaorong et al.2026 · 4 citationsFrontiers in plant science. 2024;15:1386951
Determination of Sugars and Acids in Grape Must Using Miniaturized Near-Infrared Spectroscopy.37300013 · Cornehl, Lucie, Krause, Julius, Zheng, Xiaorong et al.2023 · 13 citationsSensors (Basel, Switzerland). 2023;23(11)
Grouping Shapley Value Feature Importances of Random Forests for explainable Yield Prediction2304.07111v1 · Florian Huber, Hannes Engler, Anna Kicherer et al.2023 · 6 citationsarXiv
Detection of Anomalous Grapevine Berries Using Variational Autoencoders.35720600 · Miranda, Miro, Zabawa, Laura, Kicherer, Anna et al.2022 · 18 citationsFrontiers in plant science. 2022;13:729097
Behind the Leaves: Estimation of Occluded Grapevine Berries With Conditional Generative Adversarial Networks.35402903 · Kierdorf, Jana, Weber, Immanuel, Kicherer, Anna et al.2023 · 50 citationsFrontiers in artificial intelligence. 2022;5:830026
Transcriptomic analysis of temporal shifts in berry development between two grapevine cultivars of the Pinot family reveals potential genes controlling ripening time.34233614 · Theine, Jens, Holtgräwe, Daniela, Herzog, Katja et al.2021 · 32 citationsBMC plant biology. 2021;21(1):327
SmartSpectrometer-Embedded Optical Spectroscopy for Applications in Agriculture and Industry.34208883 · Krause, Julius, Grüger, Heinrich, Gebauer, Lucie et al.2021 · 22 citationsSensors (Basel, Switzerland). 2021;21(13)
Evaluating the suitability of hyper- and multispectral imaging to detect foliar symptoms of the grapevine trunk disease Esca in vineyards.33101451 · Bendel, Nele, Kicherer, Anna, Backhaus, Andreas et al.2022 · 43 citationsPlant methods. 2020;16:142
Counting of Grapevine Berries in Images via Semantic Segmentation using Convolutional Neural Networks2004.14010v1 · Laura Zabawa, Anna Kicherer, Lasse Klingbeil et al.2020 · 123 citationsJournal of Photogrammetry and Remote Sensing, vol. 164, pp.73-83,2020
Detection of Single Grapevine Berries in Images Using Fully Convolutional Neural Networks1905.00458v1 · Laura Zabawa, Anna Kicherer, Lasse Klingbeil et al.2019 · 51 citationsCVPR Workshop on Computer Vision Problems in Plant Phenotyping, 2019
An Adaptive Approach for Automated Grapevine Phenotyping using VGG-based Convolutional Neural Networks1811.09561v2 · Jonatan Grimm, Katja Herzog, Florian Rist et al.2018 · 6 citationsarXiv
Automated Image Analysis Framework for the High-Throughput Determination of Grapevine Berry Sizes Using Conditional Random Fields1712.05647v1 · Ribana Roscher, Katja Herzog, Annemarie Kunkel et al.2017 · 91 citationsComputers and Electronics in Agriculture 100 (2014), 148--158on Valency
Phenoliner: A New Field Phenotyping Platform for Grapevine Research.28708080 · Kicherer, Anna, Herzog, Katja, Bendel, Nele et al.2018 · 68 citationsSensors (Basel, Switzerland). 2017;17(7)
Towards Automated Large-Scale 3D Phenotyping of Vineyards under Field Conditions.27983669 · Rose, Johann Christian, Kicherer, Anna, Wieland, Markus et al.2018 · 73 citationsSensors (Basel, Switzerland). 2016;16(12)
An automated field phenotyping pipeline for application in grapevine research.25730485 · Kicherer, Anna, Herzog, Katja, Pflanz, Michael et al.2015 · 61 citationsSensors (Basel, Switzerland). 2015;15(3):4823-36
Career total: 105 works. 16 are in this corpus.
Profile built from the corpus for this byline.
Author records are still filling in while the Hub is in alpha. If this is your page, you'll be able to claim it soon. Spot a mistake? Tell us.