Lukas Roth

According to our database, Lukas Roth authored at least 11 papers between 2018 and 2026.

Collaborative distances:

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

2026

3D Reconstruction and Knowledge Distillation to Improve Multi-View Image Models to Explore Spike Volume Estimation in Wheat.

Olivia Zumsteg, Jannis Widmer, Yann Bourdé, Norbert Kirchgeßner, Andreas Hund, Lukas Roth, Paraskevi Nousi

CoRR, May, 2026

2025

FoMo4Wheat: Toward reliable crop vision foundation models with globally curated data.

Bing Han, Chen Zhu, Dong Han, Rui Yu, Songliang Cao, Jianhui Wu, Scott C. Chapman, Zijian Wang, Bangyou Zheng, Wei Guo, Marie Weiss, Benoit de Solan, Andreas Hund, Lukas Roth, Norbert Kirchgeßner, Andrea Visioni, Yufeng Ge, Wenjuan Li, Alexis Comar, Dong Jiang, Dejun Han, Frédéric Baret, Yanfeng Ding, Hao Lu, Shouyang Liu

CoRR, September, 2025

Deep Supervised LSTM for 3D morphology estimation from Multi-View RGB Images of Wheat Spikes.

Olivia Zumsteg, Nico Graf, Aaron Haeusler, Norbert Kirchgeßner, Nicola Storni, Lukas Roth, Andreas Hund

CoRR, June, 2025

DyMEP: R package for weather data-based phenology prediction for ten crops.

Flavian Tschurr, Achim Walter, Lukas Roth

Comput. Electron. Agric., 2025

Comparative Analysis of Image-Based Deep Learning and Genomic Models for Yield and Protein Content Prediction in Winter Wheat.

Xiaoran Chen, Paraskevi Nousi, Mike Boss, Michele Volpi, Lukas Roth

Proceedings of the IEEE/CVF International Conference on Computer Vision, ICCV 2025, 2025

Wheat3DGS: In-field 3D Reconstruction, Instance Segmentation and Phenotyping of Wheat Heads with Gaussian Splatting.

Daiwei Zhang, Joaquin Gajardo, Tomislav Medic, Isinsu Katircioglu, Mike Boss, Norbert Kirchgeßner, Achim Walter, Lukas Roth

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2025

2024

Aerial Image-based Inter-day Registration for Precision Agriculture.

Chen Gao, Franz Daxinger, Lukas Roth, Fabiola Maffra, Paul Beardsley, Margarita Chli, Lucas Teixeira

Proceedings of the IEEE International Conference on Robotics and Automation, 2024

2023

Data-Centric Digital Agriculture: A Perspective.

Ribana Roscher, Lukas Roth, Cyrill Stachniss, Achim Walter

CoRR, 2023

On evaluating legal summaries with ROUGE.

Bianca Steffes, Piotr Ryszard Rataj, Luise Burger, Lukas Roth

Proceedings of the Nineteenth International Conference on Artificial Intelligence and Law, 2023

2018

Improvement of Extrinsic Parameters from a Single Stereo Pair.

Andreas Kuhn, Lukas Roth, Jan-Michael Frahm, Helmut Mayer

Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

Driving in unknown areas: From UAV images to map for autonomous vehicles.

Hai Huang, Patrick Burger, Matthias Schmitz, Lukas Roth, Hans-Joachim Wünsche, Helmut Mayer

Proceedings of the 11th ACM SIGSPATIAL International Workshop on Computational Transportation Science, 2018