Jana Kierdorf

14 papers Journal 10Unranked 4
YearRankTypeTitle / Venue / Authors
2024 — conf
A Framework for Enhanced Decision Support in Digital Agriculture Using Explainable Machine Learning.
ECCV Workshops (3)
Ahmed Emam, Mohamed M. Farag, Jana Kierdorf, Lasse Klingbeil, Uwe Rascher, Ribana Roscher
2024 J jnl
Investigating the contribution of image time series observations to cauliflower harvest-readiness prediction.
Frontiers Artif. Intell.
Jana Kierdorf, Timo T. Stomberg, Lukas Drees, Uwe Rascher, Ribana Roscher
2023 — conf
Analyzing the Behavior of Cauliflower Harvest-Readiness Models by Investigating Feature Relevances.
ICCV (Workshops)
Niklas Penzel, Jana Kierdorf, Ribana Roscher, Joachim Denzler
2023 J jnl
GrowliFlower: An image time-series dataset for GROWth analysis of cauLIFLOWER.
J. Field Robotics
Jana Kierdorf, Laura Verena Junker-Frohn, Mike Delaney, Mariele Donoso Olave, Andreas Burkart, Hannah Jaenicke, Onno Muller, Uwe Rascher, Ribana Roscher
2023 — conf
Inductive Conformal Prediction for Harvest-Readiness Classification of Cauliflower Plants: A Comparative Study of Uncertainty Quantification Methods.
ICCV (Workshops)
Mohamed M. Farag, Jana Kierdorf, Ribana Roscher
2023 J jnl
Reliability Scores From Saliency Map Clusters for Improved Image-Based Harvest-Readiness Prediction in Cauliflower.
IEEE Geosci. Remote. Sens. Lett.
Jana Kierdorf, Ribana Roscher
2023 J jnl
Reliability Scores from Saliency Map Clusters for Improved Image-based Harvest-Readiness Prediction in Cauliflower.
CoRR
Jana Kierdorf, Ribana Roscher
2022 J jnl
Agricultural Plant Cataloging and Establishment of a Data Framework from UAV-based Crop Images by Computer Vision.
CoRR
Maurice Günder, Facundo Ramón Ispizua Yamati, Jana Kierdorf, Ribana Roscher, Anne-Katrin Mahlein, Christian Bauckhage
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
2022 J jnl
GrowliFlower: An image time series dataset for GROWth analysis of cauLIFLOWER.
CoRR
Jana Kierdorf, Laura Verena Junker-Frohn, Mike Delaney, Mariele Donoso Olave, Andreas Burkart, Hannah Jaenicke, Onno Muller, Uwe Rascher, 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
Temporal Prediction and Evaluation of Brassica Growth in the Field using Conditional Generative Adversarial Networks.
CoRR
Lukas Drees, Laura Verena Junker-Frohn, Jana Kierdorf, Ribana Roscher
2021 J jnl
Temporal prediction and evaluation of Brassica growth in the field using conditional generative adversarial networks.
Comput. Electron. Agric.
Lukas Drees, Laura Verena Junker-Frohn, Jana Kierdorf, Ribana Roscher
2020 — conf
A Whale's Tail - Finding the Right Whale in an Uncertain World.
xxAI@ICML
Diego Marcos, Jana Kierdorf, Ted Cheeseman, Devis Tuia, Ribana Roscher