Jana Kierdorf

According to our database, Jana Kierdorf authored at least 9 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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

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, March, 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

Analyzing the Behavior of Cauliflower Harvest-Readiness Models by Investigating Feature Relevances.

Niklas Penzel, Jana Kierdorf, Ribana Roscher, Joachim Denzler

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Inductive Conformal Prediction for Harvest-Readiness Classification of Cauliflower Plants: A Comparative Study of Uncertainty Quantification Methods.

Mohamed M. Farag, Jana Kierdorf, Ribana Roscher

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

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

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

2021

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

2020

A Whale's Tail - Finding the Right Whale in an Uncertain World.

Diego Marcos, Jana Kierdorf, Ted Cheeseman, Devis Tuia, Ribana Roscher

Proceedings of the xxAI - Beyond Explainable AI, 2020