Jan Weyler

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 11

Top Topics

Semantic Segmentation

Image Interpretation

Segmentation Of Textured Images

Arabidopsis Thaliana

Top Venues

IEEE Robotics Autom. Lett.

Comput. Electron. Agric.

Publications

Jan Weyler, Thomas Läbe, Jens Behley, Cyrill Stachniss
Panoptic Segmentation With Partial Annotations for Agricultural Robots. IEEE Robotics Autom. Lett. 9 (2) (2024)
Jan Weyler, Thomas Läbe, Federico Magistri, Jens Behley, Cyrill Stachniss
Towards Domain Generalization in Crop and Weed Segmentation for Precision Farming Robots. IEEE Robotics Autom. Lett. 8 (6) (2023)
Gianmarco Roggiolani, Federico Magistri, Tiziano Guadagnino, Jan Weyler, Giorgio Grisetti, Cyrill Stachniss, Jens Behley
On Domain-Specific Pre- Training for Effective Semantic Perception in Agricultural Robotics. ICRA (2023)
Gianmarco Roggiolani, Federico Magistri, Tiziano Guadagnino, Jan Weyler, Giorgio Grisetti, Cyrill Stachniss, Jens Behley
On Domain-Specific Pre-Training for Effective Semantic Perception in Agricultural Robotics. CoRR (2023)
Yue Linn Chong, Jan Weyler, Philipp Lottes, Jens Behley, Cyrill Stachniss
Unsupervised Generation of Labeled Training Images for Crop-Weed Segmentation in New Fields and on Different Robotic Platforms. IEEE Robotics Autom. Lett. 8 (8) (2023)
Federico Magistri, Jan Weyler, Dario Gogoll, Philipp Lottes, Jens Behley, Nik Petrinic, Cyrill Stachniss
From one field to another - Unsupervised domain adaptation for semantic segmentation in agricultural robotics. Comput. Electron. Agric. 212 (2023)
Jan Weyler, Federico Magistri, Elias Marks, Yue Linn Chong, Matteo Sodano, Gianmarco Roggiolani, Nived Chebrolu, Cyrill Stachniss, Jens Behley
PhenoBench - A Large Dataset and Benchmarks for Semantic Image Interpretation in the Agricultural Domain. CoRR (2023)
Jan Weyler, Federico Magistri, Peter Seitz, Jens Behley, Cyrill Stachniss
In-Field Phenotyping Based on Crop Leaf and Plant Instance Segmentation. WACV (2022)
Jan Weyler, Jan Quakernack, Philipp Lottes, Jens Behley, Cyrill Stachniss
Joint Plant and Leaf Instance Segmentation on Field-Scale UAV Imagery. IEEE Robotics Autom. Lett. 7 (2) (2022)
Jan Weyler, Andres Milioto, Tillmann Falck, Jens Behley, Cyrill Stachniss
Joint Plant Instance Detection and Leaf Count Estimation for In-Field Plant Phenotyping. IEEE Robotics Autom. Lett. 6 (2) (2021)
Dario Gogoll, Philipp Lottes, Jan Weyler, Nik Petrinic, Cyrill Stachniss
Unsupervised Domain Adaptation for Transferring Plant Classification Systems to New Field Environments, Crops, and Robots. IROS (2020)