基于异常特征对抗学习的工业图像异常检测方法
王天飞,周文俊,项圣,贺宇航,彭博
Industrial image anomaly detection method based on adversarial learning of abnormal features
Tianfei WANG,Wenjun ZHOU,Sheng XIANG,Yuhang HE,Bo PENG
表 7
时间复杂度对比
Tab.7
Comparison of time complexity
Methods
Param/10
6
MACs/10
9
US
18.62
3.44
AE-SSIM
62.37
12.61
RIAD
—
—
PaDim
68.88
11.46
CutPaste
11.77
1.82
CLGAN
—
—
MB-PFM
22.86
3.62
ATSNM
—
—
本研究算法
0.95
2.64