Jin Yuan

Papers

Total Citations

H-Index

About

Jin Yuan is a pioneering researcher in agricultural robotics and precision harvesting, with a specialized focus on the mechanization of selective crop collection. Their most notable contribution is the development of S2CPL, a novel method for harvest evaluation and subsoil 3D cutting-point location specifically designed for selective harvesting of green asparagus. This work, published in 2024 and already garnering 6 citations, addresses a critical bottleneck in agricultural automation: the challenge of accurately detecting and cutting underground crop stems without damaging the plant or surrounding soil. Yuan’s approach integrates advanced sensing and algorithmic techniques to enable real-time, three-dimensional localization of harvestable spears, significantly improving efficiency and reducing waste in asparagus farming. This innovation holds promise for broader applications in precision agriculture, where similar subsurface harvesting challenges exist for other root and stem crops. By bridging the gap between computer vision, robotics, and agronomy, Jin Yuan is helping to pave the way for more sustainable and labor-efficient farming practices, making a tangible impact on the future of food production.