TrimBot2020: an outdoor robot for automatic gardening
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Abstract (arXiv)
Robots are increasingly present in modern industry and also in everyday life. Their applications range from health-related situations, for assistance to elderly people or in surgical operations, to automatic and driver-less vehicles (on wheels or flying) or for driving assistance. Recently, an interest towards robotics applied in agriculture and gardening has arisen, with applications to automatic seeding and cropping or to plant disease control, etc. Autonomous lawn mowers are succesful market applications of gardening robotics. In this paper, we present a novel robot that is developed within the TrimBot2020 project, funded by the EU H2020 program. The project aims at prototyping the first outdoor robot for automatic bush trimming and rose pruning.
Key facts. Cited by 9 papers in the map (data through 7 Oct 2026). First posted on arXiv 5 Apr 2018.
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Citing papers per year: 2021: 3; 2022: 1; 2023: 3; 2024: 0; 2025: 1; 2026: 1.
9 papers.
- 2023Data-efficient Large Scale Place Recognition with Graded Similarity Supervisioncited by 43
- 2021Generalized Contrastive Optimization of Siamese Networks for Place Recognitioncited by 27
- 2021AlphaGarden: Learning to Autonomously Tend a Polyculture Gardencited by 2
- 2023Push Past Green: Learning to Look Behind Plant Foliage by Moving Itcited by 2
- 2021Two Heads are Better than One: Geometric-Latent Attention for Point Cloud Classification and Segmentationcited by 1
- 2022Automated Pruning of Polyculture Plantscited by 1
- 2025Learning to Prune Branches in Modern Tree-Fruit Orchardscited by 1
- 2023CyberLoc: Towards Accurate Long-term Visual Localizationcited by 0
- 2026Visuomotor Robotic Pruning in Planar Orchards Using Hybrid Reinforcement Learningcited by 0
- 2026Visuomotor Robotic Pruning in Planar Orchards Using Hybrid Reinforcement Learning21 Sep 2026
- 2025Learning to Prune Branches in Modern Tree-Fruit Orchards30 Jul 2025
- 2023Push Past Green: Learning to Look Behind Plant Foliage by Moving It6 Jul 2023
- 2023Data-efficient Large Scale Place Recognition with Graded Similarity Supervision21 Mar 2023
- 2023CyberLoc: Towards Accurate Long-term Visual Localization6 Jan 2023
- 2022Automated Pruning of Polyculture Plants22 Aug 2022
- 2021AlphaGarden: Learning to Autonomously Tend a Polyculture Garden11 Nov 2021
- 2021Two Heads are Better than One: Geometric-Latent Attention for Point Cloud Classification and Segmentation30 Oct 2021
- 2021Generalized Contrastive Optimization of Siamese Networks for Place Recognition11 Mar 2021