基于扩散合成与特征挖掘的工业图像异常检测

卜玉真,余家斌,马道滨,陈梁宇,孙龙,杨力,章东平

Industrial image anomaly detection via diffusion synthesis and feature mining

Yuzhen BU,Jiabin YU,Daobin MA,Liangyu CHEN,Long SUN,Li YANG,Dongping ZHANG

表 6 不同异常强度设置下的消融实验结果

Tab.6 Ablation study results under different anomaly intensity settings

异常强度 Image AUROC/% Pixel AUROC/% PRO/% s=0 99.58 98.76 94.83 s=0.1 99.55 98.54 91.37 s=0.2 99.57 98.76 92.49 s=[0.1,0.2] 99.70 99.05 93.36