Weld-SDPose: a lightweight multi-scale framework for real-time weld seam keypoints detection
Online visual perception for thick-plate welding requires robust weld-geometry estimation under strong specular reflections, smoke, spatter, and local occlusion, while maintaining low computational overhead for online measurement and control. To address these challenges, this paper proposes Weld-SDPose, a lightweight m...