Scott Paulin

Papers

Total Citations

238

H-Index

About

Scott Paulin’s research sits at the intersection of agricultural robotics, computer vision, and artificial intelligence, with a primary focus on automating the labor-intensive task of grape vine pruning. His most influential work, the 2016 paper “A Robot System for Pruning Grape Vines” (218 citations), presents a complete robotic system that integrates a mobile platform, trinocular stereo cameras, and AI to build 3D models of vines and make autonomous pruning decisions—a pioneering contribution to precision viticulture. Paulin also tackled the practical challenges of robot motion in complex environments, as seen in his 2015 comparative study of sampling-based path planners for pruning arms (20 citations), which systematically evaluated eight algorithms to navigate cluttered, narrow spaces. This work directly addressed a known bottleneck in agricultural robotics, providing a benchmark for future designs. His contributions have not only advanced the field of field robotics but also demonstrated a clear pathway from laboratory research to real-world agricultural applications, earning recognition for bridging engineering and sustainable farming practices.