Towards Domain Generalization in Crop and Weed Segmentation for Precision Farming Robots

Author:

Weyler Jan1ORCID,Läbe Thomas1ORCID,Magistri Federico1ORCID,Behley Jens1ORCID,Stachniss Cyrill1ORCID

Affiliation:

1. University of Bonn, Bonn, Germany

Funder

Deutsche Forschungsgemeinschaft

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Artificial Intelligence,Control and Optimization,Computer Science Applications,Computer Vision and Pattern Recognition,Mechanical Engineering,Human-Computer Interaction,Biomedical Engineering,Control and Systems Engineering

Reference24 articles.

1. Augmix: A simple data processing method to improve robustness and uncertainty;hendrycks;Proc Int Conf Learn Representations,0

2. A review on deep learning techniques applied to semantic segmentation;garcia-garcia,2017

3. WildNet: Learning Domain Generalized Semantic Segmentation from the Wild

4. Adam: A method for stochastic optimization;kingma;Proc Int Conf Learn Representations,0

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