works on
defect detection 1few-shot learning 1geometry augmentation 1industrial inspection 1rough path signatures 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

cs.CV2026

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

Jiaqi Kuang

The paper introduces a geometry‑aware augmentation method that uses truncated second‑order rough path signatures of Canny edge contours to boost few‑shot industrial surface defect…