Sam Corbett‐Davies

Stanford University, University of Canterbury

Papers

Total Citations

241

H-Index

About

Sam Corbett-Davies is a leading researcher at the intersection of robotics, computer vision, and agricultural automation, with a primary focus on the precision pruning of grapevines. His major contributions lie in developing end-to-end robotic systems that can autonomously navigate vineyards, perceive complex vine structures in 3D, and make intelligent pruning decisions. His seminal 2016 paper, "A Robot System for Pruning Grape Vines," with 218 citations, describes a mobile platform that uses trinocular stereo cameras to build a 3D model of the vines, which an AI system then analyzes to select optimal canes for retention—a task traditionally requiring skilled human labor. This work directly addresses the most expensive and labor-intensive task in vineyard management. Earlier, his 2012 expert system laid the groundwork for automating this decision-making process. Corbett-Davies’s research demonstrates how robotics and AI can solve real-world agricultural challenges, significantly reducing manual labor while potentially improving vine yield. His work is a landmark in agricultural robotics, showcasing a complete system from sensing to action.