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Robotic Grape Inspection and Selective Harvesting in Vineyards: A Multisensory Robotic System With Advanced Cognitive Capabilities

September 10, 2025 by Sotiris Stavridis, Leonidas Droukas, Zoe Doulgeri, Dimitrios Papageorgiou, Fotios Dimeas, Ángel Soriano, Sergi Molina, Sami Ahmed Deiri, Michael Hutchinson, Jaime Pulido-Fentanes, Ibrahim Hroob, Riccardo Polvara, Marc Hanheide, Grzegorz Cielniak, Nikiforos Samarinas, Dimitrios Kateris, Dionysis Bochtis, Georgia Peleka, Stefanos Papadam, Dimitra Triantafyllou. Alexios Papadimitriou, Christos Papadopoulos, Ioannis Mariolis, Dimitrios Giakoumis, Dimitrios Tzovaras

Driven by the increasing food demand and the need for higher-quality cultivation, precision agriculture grows steadily during the last decade. It involves the application of mobile robots and intelligent robotic technologies in various agricultural field tasks, concerning a variety of crop types. Aiming at compensating for the lack of selective robotic harvesting solutions regarding the high-value crop of grapes, the EU-funded project BACCHUS (https://cordis.europa.eu/project/id/871704 and https://bacchus-project.eu/) develops an intelligent mobile robotic system, comprising two independent and cooperative robots: one for the grape inspection and collection of valuable data regarding their maturity level, and one for the bimanual harvesting of grapes in a human-inspired manner. Validated via real-field trials, the proposed autonomous system pushes forward the precision agriculture application for a particularly sensitive crop type in the challenging and heavily cluttered environment of vineyards, facilitating the selective harvesting of high-quality grapes.

For more about this article see link below.

https://ieeexplore.ieee.org/document/10762791

For the open access PDF link of this article please click here.

Filed Under: Past Features Tagged With: Cameras, Crops, Food processing, Grippers, Industrial robots, Inspection, Manipulators, Navigation, Precision agriculture, Robot vision systems, Sensors

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As the flagship magazine of the IEEE Robotics and Automation Society, IEEE Robotics and Automation Magazine (RAM) covers the latest developments in robotics and automation. Its scope ranges from cutting-edge technological advances to emerging social, economic, ethical, and policy issues shaping the field.  Published quarterly (March, June, September, and December), RAM features both high-impact original research articles written in an engaging and accessible style, as well as reviews, columns and opinion pieces addressing a wide range of timely topics.

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IEEE Robotics & Automation Magazine  publishes four issues per year: March, June, September and December.