修复缺陷嫌疑区域的无监督磁瓦表面缺陷检测

唐善成,逯建辉,张莹,金子成,赵安新

Unsupervised surface defect detection of magnetic tile for repair of suspected area defects

Shancheng TANG,Jianhui LU,Ying ZHANG,Zicheng JIN,Anxin ZHAO

表 2 6种检测方法的检测精度比较

Tab.2 Comparison of detection accuracy for six detection methods

方法 Acc/% F1/% AUC/% DCAE 69.28 63.33 64.63 DCGAN 79.12 71.05 70.55 文献[23] 89.07 92.77 83.83 文献[24] 90.05 93.81 89.06 文献[25] 94.51 96.31 95.04 本研究 96.87 97.93 95.88