A Whale's Tail - Finding the Right Whale in an Uncertain World. - Diego Marcos; Jana Kierdorf; Ted Cheeseman; Devis Tuia; Ribana Roscher (xxAI@ICML, 2020)

Temporal prediction and evaluation of Brassica growth in the field using conditional generative adversarial networks. - Lukas Drees; Laura Verena Junker-Frohn; Jana Kierdorf; Ribana Roscher (Comput. Electron. Agric., 2021)

Agricultural Plant Cataloging and Establishment of a Data Framework from UAV-based Crop Images by Computer Vision. - Maurice Günder; Facundo Ramón Ispizua Yamati; Jana Kierdorf; Ribana Roscher; Anne-Katrin Mahlein; Christian Bauckhage (CoRR, 2022)

Behind the Leaves: Estimation of Occluded Grapevine Berries With Conditional Generative Adversarial Networks. - Jana Kierdorf; Immanuel Weber; Anna Kicherer; Laura Zabawa; Lukas Drees; Ribana Roscher (Frontiers Artif. Intell., 2022)

Inductive Conformal Prediction for Harvest-Readiness Classification of Cauliflower Plants: A Comparative Study of Uncertainty Quantification Methods. - Mohamed M. Farag; Jana Kierdorf; Ribana Roscher (ICCV (Workshops), 2023)

Analyzing the Behavior of Cauliflower Harvest-Readiness Models by Investigating Feature Relevances. - Niklas Penzel; Jana Kierdorf; Ribana Roscher; Joachim Denzler (ICCV (Workshops), 2023)

Reliability Scores From Saliency Map Clusters for Improved Image-Based Harvest-Readiness Prediction in Cauliflower. - Jana Kierdorf; Ribana Roscher (IEEE Geosci. Remote. Sens. Lett., 2023)

GrowliFlower: An image time-series dataset for GROWth analysis of cauLIFLOWER. - Jana Kierdorf; Laura Verena Junker-Frohn; Mike Delaney; Mariele Donoso Olave; Andreas Burkart; Hannah Jaenicke; Onno Muller; Uwe Rascher; Ribana Roscher (J. Field Robotics, 2023)

A Framework for Enhanced Decision Support in Digital Agriculture Using Explainable Machine Learning. - Ahmed Emam; Mohamed M. Farag; Jana Kierdorf; Lasse Klingbeil; Uwe Rascher; Ribana Roscher (ECCV Workshops (3), 2024)

Investigating the contribution of image time series observations to cauliflower harvest-readiness prediction. - Jana Kierdorf; Timo T. Stomberg; Lukas Drees; Uwe Rascher; Ribana Roscher (Frontiers Artif. Intell., 2024)