Jana Kierdorf

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 12

Top Topics

Salient Region Detection

Computer Vision

Partially Occluded

Top Venues

ICCV (Workshops)

Comput. Electron. Agric.

IEEE Geosci. Remote. Sens. Lett.

Publications

Jana Kierdorf, Ribana Roscher
Reliability Scores from Saliency Map Clusters for Improved Image-based Harvest-Readiness Prediction in Cauliflower. CoRR (2023)
Jana Kierdorf, Ribana Roscher
Reliability Scores From Saliency Map Clusters for Improved Image-Based Harvest-Readiness Prediction in Cauliflower. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Mohamed Farag, Jana Kierdorf, Ribana Roscher
Inductive Conformal Prediction for Harvest-Readiness Classification of Cauliflower Plants: A Comparative Study of Uncertainty Quantification Methods. ICCV (Workshops) (2023)
Jana Kierdorf, Laura Verena Junker-Frohn, Mike Delaney, Mariele Donoso Olave, Andreas Burkart, Hannah Jaenicke, Onno Muller, Uwe Rascher, Ribana Roscher
GrowliFlower: An image time-series dataset for GROWth analysis of cauLIFLOWER. J. Field Robotics 40 (2) (2023)
Niklas Penzel, Jana Kierdorf, Ribana Roscher, Joachim Denzler
Analyzing the Behavior of Cauliflower Harvest-Readiness Models by Investigating Feature Relevances. ICCV (Workshops) (2023)
Maurice Günder, Facundo Ramón Ispizua Yamati, Jana Kierdorf, Ribana Roscher, Anne-Katrin Mahlein, Christian Bauckhage
Agricultural Plant Cataloging and Establishment of a Data Framework from UAV-based Crop Images by Computer Vision. CoRR (2022)
Jana Kierdorf, Laura Verena Junker-Frohn, Mike Delaney, Mariele Donoso Olave, Andreas Burkart, Hannah Jaenicke, Onno Muller, Uwe Rascher, Ribana Roscher
GrowliFlower: An image time series dataset for GROWth analysis of cauLIFLOWER. CoRR (2022)
Jana Kierdorf, Immanuel Weber, Anna Kicherer, Laura Zabawa, Lukas Drees, Ribana Roscher
Behind the Leaves: Estimation of Occluded Grapevine Berries With Conditional Generative Adversarial Networks. Frontiers Artif. Intell. 5 (2022)
Lukas Drees, Laura Verena Junker-Frohn, Jana Kierdorf, Ribana Roscher
Temporal prediction and evaluation of Brassica growth in the field using conditional generative adversarial networks. Comput. Electron. Agric. 190 (2021)
Lukas Drees, Laura Verena Junker-Frohn, Jana Kierdorf, Ribana Roscher
Temporal Prediction and Evaluation of Brassica Growth in the Field using Conditional Generative Adversarial Networks. CoRR (2021)
Jana Kierdorf, Immanuel Weber, Anna Kicherer, Laura Zabawa, Lukas Drees, Ribana Roscher
Behind the leaves - Estimation of occluded grapevine berries with conditional generative adversarial networks. CoRR (2021)
Diego Marcos, Jana Kierdorf, Ted Cheeseman, Devis Tuia, Ribana Roscher
A Whale's Tail - Finding the Right Whale in an Uncertain World. xxAI@ICML (2020)