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cs.RO2023★ 1 cited
PAg-NeRF: Towards fast and efficient end-to-end panoptic 3D representations for agricultural robotics
Claus Smitt, Michael Halstead, Patrick Zimmer +4
Precise scene understanding is key for most robot monitoring and intervention tasks in agriculture. In this work we present PAg-NeRF which is a novel NeRF-based system that enables…
cs.RO2022
Explicitly incorporating spatial information to recurrent networks for agriculture
Claus Smitt, Michael Halstead, Alireza Ahmadi +1
In agriculture, the majority of vision systems perform still image classification. Yet, recent work has highlighted the potential of spatial and temporal cues as a rich source of i…