Seong Hyeon Kim

Vision-Guided Robotic Grinding with Deep Learning-Based Bead Segmentation and Digital Twin Verification

Weld bead grinding is a critical post-processing step in metal fabrication, yet conventional robotic grinding based on teach-pendant programming lacks adaptability to variations in bead geometry and position. This paper presents a vision-guided robotic grinding system that combines deep learning-bas…