Rough Path Signature-Guided Geometry Augmentation for Few-Shot Industrial Surface Defect Detection

Jiaqi Kuang

Few-shot industrial defect detection remains difficult for standard supervised detectors, which achieve poor performance on boundary-dominated industrial defects. This paper propos…