Xian Tao

Hierarchical Dense Aggregation Network for Few-Shot Metal Surface Defect Segmentation

Few-shot defect segmentation (FSDS) has emerged as an effective approach to address the challenge of limited annotated samples in industrial quality inspection. However, existing methods often rely on features extracted from a single semantic level, without effectively suppressing noise interference, which leads to sub...