Wei Du

MetalDefect-SD: Adapting Stable Diffusion for Few-Shot Metal Surface Defect Automatic Segmentation

Few-shot segmentation of metal surface defects is challenging because pixel-level annotations are scarce, defect appearances vary widely, and reflective backgrounds often contain defect-like textures. Existing support-query methods and diffusion-based segmentation frameworks can exploit pretrained visual priors, but th...