Ping Fang

FH-Net: Frequency-domain and hierarchical dual enhancement for few-shot surface defect segmentation

A novel few-shot surface defect segmentation method termed FH-Net is proposed, which aims to achieve high-precision segmentation of previously unseen categories using only a limited number of annotated samples and enriches support set feature diversity through foreground- and global-level amplitude perturbations in the...