Doyun Lee

Enhanced seam segmentation for automated welding robot in construction through transfer learning: addressing limitations of bilateral segmentation network

Reliable weld seam segmentation is essential for autonomous robotic welding in construction, where severe illumination changes, specular reflections, and thin weld geometries frequently degrade segmentation performance. This paper proposes a lightweight post-training optimization...